dataset_name,alg_name,index,Log Loss__train,Log Loss__val,Log Loss__test,AUC__train,AUC__val,AUC__test,Accuracy__train,Accuracy__val,Accuracy__test,F1__train,F1__val,F1__test,training_time,eval-time__train,eval-time__val,eval-time__test
openml__APSFailure__168868,CatBoost,53.333333333333336,0.010479356140586366,0.020436348090027867,0.020717390409949802,0.9961862212621733,0.9916196463787451,0.9916851764731964,0.9979331140350878,0.9940350877192983,0.9932456140350877,0.9979331140350878,0.9940350877192983,0.9932456140350877,6.891589999999989,0.15369189166667258,0.037207031666667896,0.03841561799999716
openml__APSFailure__168868,DecisionTree,25627.666666666668,0.016786999041614264,0.14630322579925845,0.14675630315728175,0.9704309078609753,0.8574337371747661,0.8668356756266845,0.9960910087719297,0.9906140350877193,0.9903070175438596,0.9960910087719297,0.9906140350877193,0.9903070175438596,19.4456940583334,0.07957025066658237,0.008518835666677634,0.008046027666561366
openml__APSFailure__168868,KNN,49083.0,0.021846080865215136,0.12408260732559127,0.11224476578634207,0.9953078060688113,0.9168812695754855,0.9256621392217829,0.989375,0.986842105263158,0.9857894736842105,0.989375,0.986842105263158,0.9857894736842105,5.12231157233431,433.5471156596648,55.13590657699933,55.22687618866735
openml__APSFailure__168868,LightGBM,63527.0,0.0019362008347097153,0.024857027310973764,0.022063134851574833,0.9999646475552192,0.9922985838001129,0.9895459938127854,0.9998739035087719,0.9937280701754386,0.9939035087719298,0.9998739035087719,0.9937280701754386,0.9939035087719298,35.363512309999955,1.2083371236666,0.13926415600008105,0.1360707680000056
openml__APSFailure__168868,LinearModel,78270.0,0.0399935320527624,0.04627757802526453,0.0427844835101868,0.9436661404167971,0.9282178129053859,0.9348696065227546,0.989265350877193,0.9880701754385965,0.9880263157894736,0.989265350877193,0.9880701754385965,0.9880263157894736,0.45632138066666705,0.04377787133333357,0.008633475999999933,0.007323725333333299
openml__APSFailure__168868,MLP,93358.33333333333,0.07401628601382891,0.07338654104986529,0.0770417141881882,0.7532935625175886,0.764646057614972,0.7600358035570779,0.9837390350877193,0.9839035087719298,0.9835087719298246,0.9837390350877193,0.9839035087719298,0.9835087719298246,76.64573808900059,0.464101467333118,0.1042535436663456,0.10754441599935179
openml__APSFailure__168868,RandomForest,120520.66666666667,0.012259760873873001,0.024313607218400535,0.023238906235835365,0.9943699697600431,0.9889855647960596,0.9914108303315009,0.9975109649122808,0.9926754385964912,0.9921491228070177,0.9975109649122808,0.9926754385964912,0.9921491228070177,60.287573116333384,0.9530058910000699,0.21845062499992685,0.21173705466657103
openml__APSFailure__168868,STG,141131.0,0.07972710193072356,0.07888468129436783,0.08126411916771817,0.6785094567434794,0.6753644011185106,0.667955588201062,0.9821381578947368,0.9823245614035088,0.9817543859649124,0.9821381578947368,0.9823245614035088,0.9817543859649124,723.0624859646665,0.42486395233326363,0.03635461399994703,0.03478805300009443
openml__APSFailure__168868,SVM,154189.0,0.04293940983441174,0.051667145184190334,0.047795707230375205,0.9480032301717958,0.926004460610708,0.9376675133415686,0.9888486842105264,0.9871052631578947,0.9876754385964911,0.9888486842105264,0.9871052631578947,0.9876754385964911,552.6902008799998,87.82472025000031,11.352087488666863,11.60375574400041
openml__APSFailure__168868,TabNet,165444.0,0.0415171670281318,0.04327721339608917,0.04251710005856537,0.9752729198847927,0.9705504169311507,0.9725458246082134,0.9856962719298247,0.9858771929824561,0.9856140350877194,0.9856962719298247,0.9858771929824561,0.9856140350877194,664.217693035666,6.810194788000747,0.8600615486669388,0.8551410700001725
openml__APSFailure__168868,VIME,193213.0,0.0900531764199966,0.08960397434527083,0.089704768101505,0.5742781159841851,0.5755886379292751,0.5821043180419999,0.9818092105263158,0.981842105263158,0.9819298245614035,0.9818092105263158,0.981842105263158,0.9819298245614035,807.2784951646657,0.4873387293337145,0.09777791266606069,0.09883363566526288
openml__APSFailure__168868,XGBoost,206011.33333333334,0.005515698516237434,0.019394837677100468,0.019760270220801467,0.9997027118540389,0.9922703830380731,0.9924803401566136,0.9989144736842105,0.9947368421052633,0.9935964912280703,0.9989144736842105,0.9947368421052633,0.9935964912280703,1.025693296333344,0.50877606966669,0.0646207990000012,0.060421266999962066
openml__APSFailure__168868,rtdl_MLP,233689.0,0.0855235192576173,0.08439571605095293,0.0845055650994016,0.6424522730711685,0.6446082914152642,0.6441205649411387,0.981891447368421,0.9819736842105264,0.9819736842105264,0.981891447368421,0.9819736842105264,0.9819736842105264,81.65371119899999,0.5269834746666788,0.10682777200000726,0.10771406333334232
openml__APSFailure__168868,rtdl_ResNet,248792.0,0.018607006768196568,0.02481236536382997,0.024934367726860068,0.9911139568535964,0.9885025656173049,0.9892354594099749,0.9940405701754386,0.9923245614035089,0.9923684210526317,0.9940405701754386,0.9923245614035089,0.9923684210526317,174.67156515433408,0.6457195696661984,0.12882742733351424,0.12783084300023498
openml__Amazon_employee_access__34539,CatBoost,139.0,0.10885179971302837,0.15863674957797758,0.15878280973502346,0.9628368779290728,0.8547349943111159,0.8654453044024888,0.9605569330535952,0.9483267215949547,0.9462923405553861,0.9605569330535952,0.9483267215949547,0.9462923405553861,1.6880975926666508,0.24525753399998484,0.039874769999997235,0.03898517666668033
openml__Amazon_employee_access__34539,DANet,14857.666666666666,0.19980345661475604,0.2088759588457544,0.20605006071593315,0.7116565693211796,0.6598170050575352,0.6853565032091938,0.943009727255388,0.9431390499440545,0.9421218594242702,0.943009727255388,0.9431390499440545,0.9421218594242702,882.2819735156664,0.9747846583333436,0.1355466676664794,0.13560785466669734
openml__Amazon_employee_access__34539,DecisionTree,25708.666666666668,0.18796724890125138,0.25877423054276244,0.29447558891495734,0.7578575854707302,0.6890660031779857,0.6838516147892476,0.9459724076546507,0.9440545214118604,0.9417149832163565,0.9459724076546507,0.9440545214118604,0.9417149832163565,0.2778049859999996,0.030923620666664865,0.009170223000002867,0.006893960666668333
openml__Amazon_employee_access__34539,KNN,49125.666666666664,0.1724912867358598,0.7579262615434118,0.7829053847285792,0.8248589770237279,0.6072281458672353,0.596381731332137,0.9422213745311208,0.9422235784762486,0.9418167022683349,0.9422213745311208,0.9422235784762486,0.9418167022683349,0.11122837366665754,4.19331987533333,0.47913609200000157,0.6849857683333376
openml__Amazon_employee_access__34539,LightGBM,63617.0,0.041138465403146134,0.18721364776108085,0.1864986209818158,0.9940264554404505,0.8562256224858906,0.8545696351204871,0.9885434547650837,0.9523954836740921,0.9497507883226527,0.9885434547650837,0.9523954836740921,0.9497507883226527,3.083846497333326,0.5556487476666708,0.08060715500001452,0.07829014366667288
openml__Amazon_employee_access__34539,LinearModel,78360.0,0.23467051867670938,0.23454611404105294,0.23651231729163114,0.5370147161497195,0.5331982452174912,0.5185788289009193,0.9420942208659165,0.9421218594242702,0.9422235784762486,0.9420942208659165,0.9421218594242702,0.9422235784762486,0.0824102576666665,0.025501941666666434,0.015418688666666567,0.0177080903333332
openml__Amazon_employee_access__34539,MLP,93428.66666666667,0.21545731780765187,0.21851348343383883,0.22437753942758598,0.6299743947088653,0.6127128567991204,0.5613366167662253,0.942081505499396,0.9422235784762486,0.9420201403722918,0.942081505499396,0.9422235784762486,0.9420201403722918,59.710721823666574,0.1887264900002681,0.06339196300031817,0.06455306033360363
openml__Amazon_employee_access__34539,NODE,114310.0,0.2109278479301472,0.213014121803306,0.21299320034771418,0.6801565898102843,0.6588783619355864,0.6581364855234323,0.9420942208659165,0.9421218594242702,0.9422235784762486,0.9420942208659165,0.9421218594242702,0.9422235784762486,348.4821471973333,0.5840360273333545,0.0746207440000148,0.07463847700000763
openml__Amazon_employee_access__34539,RandomForest,120599.0,0.14396852367786184,0.17887811579649707,0.18213433713794944,0.922814829267387,0.8090428261417587,0.7892710993962805,0.9479305740987983,0.943952802359882,0.9435459261519683,0.9479305740987983,0.943952802359882,0.9435459261519683,2.2019971090000183,0.4076920869999962,0.13291846699999607,0.12007561233334242
openml__Amazon_employee_access__34539,SAINT,136049.0,0.0970009789342124,0.15970847440654956,0.1642532328459663,0.9640535335072219,0.8518959037487154,0.8428184366351398,0.9645622735075339,0.9510731359983723,0.9487335978028685,0.9645622735075339,0.9510731359983723,0.9487335978028685,89.45558685600069,0.6040712309986702,0.12578253299822484,0.1272526113328543
openml__Amazon_employee_access__34539,STG,141146.0,0.22129999595015745,0.22110345111005048,0.2210050442757835,0.4978421787118768,0.49933776763439974,0.4923667653589933,0.9420942208659165,0.9421218594242702,0.9422235784762486,0.9420942208659165,0.9421218594242702,0.9422235784762486,320.28348517066667,0.17558780933334592,0.013681236666665533,0.013151075666655734
openml__Amazon_employee_access__34539,TabNet,165471.66666666666,0.14837660600027588,0.18838521535885544,0.19478348434222303,0.8954361000978617,0.7933287885005517,0.7820726458607128,0.9458452539894463,0.9438510833079036,0.9433424880480114,0.9458452539894463,0.9438510833079036,0.9433424880480114,155.6950223686666,1.9585199599993455,0.2532129623341461,0.2507425990000532
openml__Amazon_employee_access__34539,VIME,193245.0,0.2221678838751496,0.22208788154404047,0.22193799773254827,0.51881919322151,0.5155178124371903,0.5036356764192035,0.9420942208659165,0.9421218594242702,0.9422235784762486,0.9420942208659165,0.9421218594242702,0.9422235784762486,87.39743452133332,0.2213536876666684,0.06040361466665917,0.0588763883333456
openml__Amazon_employee_access__34539,XGBoost,206095.66666666666,0.0704777624495902,0.16272489832294032,0.16091650323780876,0.9924287829839442,0.8400630451859561,0.8470844998865875,0.9755102040816327,0.9495473502186961,0.9464957786593429,0.9755102040816327,0.9495473502186961,0.9464957786593429,0.69754293633333,0.13890095400000033,0.034182660000001336,0.032096760999998204
openml__Amazon_employee_access__34539,rtdl_FTTransformer,221494.66666666666,0.10223588492341244,0.16201262675894448,0.16872893556459953,0.9605064337578456,0.8509373965605566,0.8455821411519548,0.9625023841312226,0.948835316854847,0.9446648357237312,0.9625023841312226,0.948835316854847,0.9446648357237312,67.14820638366663,0.5230327383333039,0.11056243666632304,0.11026110099995867
openml__Amazon_employee_access__34539,rtdl_MLP,233784.33333333334,0.11140546132550296,0.1735526934746049,0.1732495268230276,0.9563694960257266,0.8331611552923878,0.8400808214458736,0.9582935978129571,0.9465974977113213,0.9425287356321839,0.9582935978129571,0.9465974977113213,0.9425287356321839,25.65531028133334,0.2583912266666933,0.08035775899998039,0.07820587599993206
openml__Amazon_employee_access__34539,rtdl_ResNet,248870.0,0.09437728481931433,0.16620784831955568,0.1710741398604577,0.9712535846252436,0.8346852076919983,0.8335940695617182,0.9648420115709836,0.9496490692706745,0.9456820262435155,0.9648420115709836,0.9496490692706745,0.9456820262435155,32.7101766549996,0.3021146116665249,0.07713930133324233,0.07632519733351727
openml__Australian__146818,CatBoost,219.0,0.23737294902775305,0.3280910621465625,0.33447790481661666,0.9713643111967915,0.9368986983588004,0.9366157328805887,0.908816425120773,0.893719806763285,0.8647342995169082,0.908816425120773,0.893719806763285,0.8647342995169082,1.0024529969999965,0.013849677666674567,0.0017935140000038333,0.0024520126666799998
openml__Australian__146818,DANet,14911.0,0.14128969477996015,0.4902919196720199,0.3860876011876882,0.9851713975492477,0.9094510469722694,0.934634974533107,0.947463768115942,0.893719806763285,0.8695652173913043,0.947463768115942,0.893719806763285,0.8695652173913043,40.8194069720001,0.0631312723332181,0.0445606566666659,0.044599935666610635
openml__Australian__146818,DecisionTree,25803.333333333332,0.20564585577798475,1.7661231037127532,2.563890806640851,0.9536794522369209,0.8938879456706282,0.8770514997170346,0.9112318840579711,0.8743961352657005,0.8164251207729469,0.9112318840579711,0.8743961352657005,0.8164251207729469,0.0076129796666664995,0.0008301746666665,0.0002896043333331,0.0003085516666665
openml__Australian__146818,KNN,49224.333333333336,0.5077086421187115,0.5588794343092891,0.7277965852348257,0.8189124509738749,0.7739105829088851,0.7558007923033389,0.7403381642512077,0.7487922705314011,0.7198067632850241,0.7403381642512077,0.7487922705314011,0.7198067632850241,0.0015499559999997998,0.028884083,0.018242442666666702,0.0145223456666663
openml__Australian__146818,LightGBM,63706.333333333336,0.1101056575264401,0.31174149045139754,0.338600369288556,0.9976378825145694,0.946236559139785,0.9313808715336728,0.9824879227053139,0.888888888888889,0.8743961352657005,0.9824879227053139,0.888888888888889,0.8743961352657005,0.33304997199999953,0.0059560579999994,0.0013871556666670002,0.0015910209999999668
openml__Australian__146818,LinearModel,78450.0,0.33317704501777134,0.4246990329808822,0.4084119199276861,0.9272973032861352,0.888228636106395,0.8941709111488398,0.8707729468599034,0.8357487922705314,0.8357487922705314,0.8707729468599034,0.8357487922705314,0.8357487922705314,0.0339341593333332,0.0007095660000000667,0.00022415166666636666,0.00019281833333326665
openml__Australian__146818,MLP,93519.0,0.3409511139897094,0.4729658930744441,0.6206709043995803,0.9284584191982983,0.8341822297679684,0.7877758913412564,0.859903381642512,0.7971014492753623,0.7342995169082126,0.859903381642512,0.7971014492753623,0.7342995169082126,8.974335539666603,0.04771425633335483,0.04567928366672424,0.04273054133329873
openml__Australian__146818,NODE,114351.0,0.4444472305656631,0.47246491376328575,0.46964268523137925,0.9272263954441712,0.8967176004527447,0.8919071873231466,0.8677536231884058,0.8550724637681159,0.8405797101449276,0.8677536231884059,0.8550724637681159,0.8405797101449276,93.74615294233324,0.22010721700098654,0.05077282266574906,0.05035810199963933
openml__Australian__146818,RandomForest,120686.33333333333,0.2111393035641416,0.5281905774727438,0.6869634563957353,0.9799153537636552,0.9107243916242219,0.9207696661007357,0.9347826086956522,0.888888888888889,0.859903381642512,0.9347826086956522,0.888888888888889,0.859903381642512,0.070066683666667,0.029526931666664934,0.023278000999998934,0.030375370666665864
openml__Australian__146818,SAINT,136086.33333333334,0.2800110956190119,0.3427265267976636,0.3783633450686184,0.951410401294068,0.9052065647990944,0.9207696661007357,0.8888888888888888,0.8985507246376812,0.8405797101449276,0.8888888888888888,0.8985507246376812,0.8405797101449276,95.89536395866662,0.23688748033312845,0.3185901229996186,0.11600627466668807
openml__Australian__146818,STG,141202.66666666666,0.4025739413590567,0.6562422774403817,0.7660895353075768,0.8720600943960646,0.7911714770797963,0.7402376910016978,0.8097826086956522,0.7536231884057972,0.6811594202898551,0.8097826086956522,0.7536231884057972,0.6811594202898551,9.607214002999978,0.0055419010000789665,0.0014307529999571667,0.0013920003333680335
openml__Australian__146818,SVM,154241.66666666666,0.4491502222884514,0.5228483694624918,0.5258984324785966,0.8741097742028408,0.799660441426146,0.8064516129032256,0.7989130434782609,0.7729468599033816,0.7342995169082126,0.7989130434782608,0.7729468599033816,0.7342995169082126,0.3223485680000079,0.049198023999980404,0.006379599999989101,0.007674832666663433
openml__Australian__146818,TabNet,165524.66666666666,0.30633748136383815,0.3126154439982432,0.617002687933962,0.9463094684127723,0.9385964912280702,0.8661573288058858,0.8780193236714976,0.8792270531400966,0.8115942028985508,0.8780193236714976,0.8792270531400966,0.8115942028985508,14.996282100666589,0.07847303099989604,0.016135460333326,0.015937251000043
openml__Australian__146818,TabPFNModel,177591.0,0.2032440559231903,0.3742097007754092,0.34738279597896743,0.977508918876997,0.9221844934917941,0.9284097340124505,0.9245169082125604,0.8260869565217391,0.8695652173913043,0.9245169082125604,0.8260869565217391,0.8695652173913043,0.0007570596666672333,1.1026332776666667,0.5923654543333328,0.5921854606666669
openml__Australian__146818,VIME,193342.0,0.4333739376442443,0.5239954123066531,0.5420117536244761,0.9551596534379222,0.8330503678551217,0.8183361629881154,0.8701690821256038,0.7922705314009661,0.7536231884057972,0.8701690821256038,0.7922705314009661,0.753623188405797,9.872475696666621,0.053298095333426894,0.049786271999967796,0.049694569666750475
openml__Australian__146818,XGBoost,206184.33333333334,0.27646694000549427,0.3682583391504443,0.3709834279393516,0.9686077688404352,0.9199207696661008,0.9190718732314657,0.8979468599033815,0.8743961352657005,0.8405797101449274,0.8979468599033815,0.8743961352657005,0.8405797101449274,0.1032794713333332,0.0023319563333320664,0.0006738526666686999,0.003329637333333533
openml__Australian__146818,rtdl_FTTransformer,221586.0,0.2608257877018419,0.3227766677737236,0.4064352605131945,0.961572381395555,0.9267119411431807,0.9003961516694963,0.8840579710144927,0.9082125603864735,0.8405797101449276,0.8840579710144927,0.9082125603864735,0.8405797101449276,5.249547645333337,0.060743498000003095,0.0463742689999738,0.046683890333345766
openml__Australian__146818,rtdl_MLP,233887.66666666666,0.2000797871750523,0.366745600646836,0.5150860097982033,0.9764851869086396,0.9278438030560272,0.9128466327108092,0.9142512077294684,0.893719806763285,0.8405797101449276,0.9142512077294684,0.893719806763285,0.8405797101449276,3.4912889343333404,0.047221182333345234,0.0442277913333555,0.04369171566663486
openml__Australian__146818,rtdl_ResNet,248948.0,0.17097428677503276,0.34574490370615213,0.38576352914082374,0.9831017749119192,0.9340690435766836,0.921335597057159,0.9390096618357487,0.9033816425120773,0.8550724637681159,0.9390096618357487,0.9033816425120773,0.8550724637681159,5.772459491000032,0.051986965000014096,0.048246866999988904,0.046723161999973166
openml__Bioresponse__9910,CatBoost,312.6666666666667,0.22760958251345062,0.4337346200762758,0.4603458361534722,0.9879908248983723,0.8831958605414901,0.862250025645115,0.9448977748158022,0.8186666666666667,0.7904042553191489,0.9448977748158022,0.8186666666666667,0.7904042553191489,8.165039960999996,0.06453984166668407,0.045702946666667764,0.045503243666639465
openml__Bioresponse__9910,DANet,14975.0,0.2357843590222438,0.61406453558708,0.6654789681985269,0.9711092367802402,0.8654389582617329,0.8215936735560302,0.91580188085453,0.8115555555555556,0.7646264775413711,0.91580188085453,0.8115555555555556,0.7646264775413711,117.12416826033366,0.4625887303335882,0.05343217666654704,0.051205656666525066
openml__Bioresponse__9910,DecisionTree,25901.333333333332,0.3850645063752604,1.506559750657356,1.715616476197986,0.8890530548135217,0.7935855577194791,0.7567047234558085,0.8415895812506942,0.7822222222222223,0.7601985815602837,0.8415895812506942,0.7822222222222223,0.7601985815602837,1.2153633039999978,0.0303664760000022,0.0048163213333366995,0.0032052463333276664
openml__Bioresponse__9910,KNN,49320.333333333336,0.41152900363443295,1.0438989054416792,0.9487968772135008,0.8845963737914749,0.7963922938862794,0.8027322062211679,0.7993792439557185,0.7315555555555555,0.7246666666666667,0.7993792439557185,0.7315555555555555,0.7246666666666667,1.489134828000412,70.81834882700059,9.024173476332484,8.820571550000144
openml__Bioresponse__9910,LightGBM,63793.666666666664,0.06106774740754983,0.5088395454272037,0.5976420138826661,0.9998368559912624,0.8906757169587963,0.8635932587416147,0.9963345551482838,0.8248888888888889,0.7726643026004728,0.9963345551482838,0.8248888888888889,0.7726643026004728,13.210813131999984,0.2240791420000079,0.02325568166665917,0.023310156000024496
openml__Bioresponse__9910,LinearModel,78540.0,0.30267278231369393,0.569823222980451,0.614001816789062,0.9473776113442192,0.8267460953908428,0.803151092032643,0.8763611018549372,0.7653333333333334,0.7477777777777778,0.8763611018549372,0.7653333333333334,0.7477777777777778,0.2469994543333329,0.022369439666666865,0.004679335,0.0027488393333334332
openml__Bioresponse__9910,MLP,93624.33333333333,0.3847349683152806,0.4722292499960556,0.5084253918054661,0.9091930819518267,0.8598063924848208,0.8355616504821656,0.8339264319300974,0.7999999999999999,0.7637848699763593,0.8339264319300974,0.8000000000000002,0.7637848699763593,6.343904594333367,0.11469398633335,0.05629034700004346,0.05624016333330434
openml__Bioresponse__9910,NODE,114411.66666666667,0.40706348631657646,0.4816146620512008,0.5251467393708568,0.8939409467028341,0.850097376560889,0.8295719717986098,0.8572528786700729,0.7973333333333333,0.7540212765957447,0.8572528786700729,0.7973333333333333,0.7540212765957447,189.34884497666704,0.8521655836679164,0.13418903833331794,0.1341202853341201
openml__Bioresponse__9910,RandomForest,120788.33333333333,0.30805658821302995,0.4702643335951806,0.4800572152547488,0.9818916539719801,0.8756348569901097,0.8653302473087604,0.9311252545447813,0.8106666666666666,0.7868628841607564,0.9311252545447813,0.8106666666666666,0.7868628841607564,1.5260640560000003,0.12136102499999403,0.06469429333333204,0.06917883399999876
openml__Bioresponse__9910,STG,141293.66666666666,0.3841442477369133,0.4705452049987184,0.5074097281500067,0.9113487292388402,0.8623744606102264,0.839805636234713,0.8301519493502166,0.7946666666666666,0.7602127659574468,0.8301519493502166,0.7946666666666667,0.7602127659574468,42.34521976533378,0.09323697499968371,0.0057624909997097,0.0050729763336742
openml__Bioresponse__9910,SVM,154334.33333333334,0.28161429599329246,0.45614292131595374,0.4790729315568069,0.9679790091284309,0.8669568870050025,0.8501869004752395,0.9011381021141102,0.8008888888888889,0.7717635933806147,0.9011381021141102,0.8008888888888889,0.7717635933806145,185.9352233653341,41.97863441866608,5.0599101953337895,4.965277466333646
openml__Bioresponse__9910,TabNet,165621.33333333334,0.4071740923174794,0.5037001033895131,0.567274268675526,0.8960933974932658,0.8433908045977012,0.8079851494192972,0.8187074678810767,0.7804444444444445,0.7469054373522459,0.8187074678810767,0.7804444444444445,0.7469054373522459,42.80902953366664,0.3788141993336467,0.04674491500009023,0.04585512433368416
openml__Bioresponse__9910,VIME,193405.0,0.4433784450624289,0.49132732635821835,0.5411594666288629,0.8783925405965131,0.8472715469507772,0.8214705021276086,0.7883802065978007,0.7653333333333334,0.7406950354609929,0.7883802065978007,0.7653333333333334,0.7406950354609929,382.73472077933303,0.10933645500093307,0.0546880060010153,0.05528924999998703
openml__Bioresponse__9910,XGBoost,206275.33333333334,0.0970317886553409,0.44367969489433906,0.4624659744701205,0.9997242479660892,0.8828330851185703,0.873785554050543,0.9935571105927655,0.8284444444444444,0.8001583924349882,0.9935571105927655,0.8284444444444444,0.8001583924349882,7.860272340666654,0.2526719266666551,0.03311023233336147,0.026080990000015864
openml__Bioresponse__9910,rtdl_MLP,233965.66666666666,0.369892568672827,0.4744473293794298,0.5040755036814936,0.9178358635322579,0.8604746630007254,0.8370509858581229,0.8439258765596653,0.8008888888888889,0.776210401891253,0.8439258765596653,0.8008888888888889,0.776210401891253,4.905223166666701,0.11424654800002067,0.05639859999996586,0.055803007999997996
openml__Bioresponse__9910,rtdl_ResNet,249040.33333333334,0.3291460274266367,0.46842314494269277,0.49916010242759823,0.9410063905070555,0.8599209531446901,0.8426815861335178,0.866694546262357,0.8097777777777777,0.7691063829787234,0.866694546262357,0.8097777777777777,0.7691063829787234,6.204351871333263,0.12155954866674769,0.06005646533337003,0.05866750933322837
openml__CIFAR_10__167124,DecisionTree,25994.666666666668,1.6229221291790497,4.411130571556856,4.259977734767807,0.8263636861818416,0.7099741049382716,0.7093105555555557,0.4335486111111111,0.30549999999999994,0.29938888888888887,0.4351465481101584,0.3045599939601621,0.29849943798327955,281.5748683370016,0.9493495279995537,0.12125869666715512,0.12381903300062425
openml__CIFAR_10__167124,LinearModel,78624.0,1.6871917276106678,1.732522910753726,1.7309945743455135,0.8279450064300411,0.8160081687242798,0.8165931172839506,0.4279861111111111,0.4058333333333333,0.4053333333333333,0.42425156478668374,0.4015125513891085,0.4009508282634066,6.275623194999999,1.5824078009999976,0.2857680856666652,0.5922485463333375
openml__CIFAR_10__167124,MLP,93692.0,8.021279582655493,8.665211278378921,8.645151554502322,0.8104185806487912,0.7937166563786008,0.7937385751028807,0.4781041666666666,0.43694444444444436,0.4378888888888888,0.4703367413968607,0.42771696048092966,0.4293652467515435,242.76144319533327,1.6986365153332674,0.2730041920002198,0.2731608899998718
openml__CIFAR_10__167124,RandomForest,120882.0,1.435967688310934,1.7539894967381746,1.7590889478789427,0.9384345135673869,0.8336037962962962,0.8313492078189301,0.6702916666666666,0.41916666666666663,0.41744444444444445,0.670019471462794,0.4089678393811831,0.40718141823649373,225.4057310329998,4.411744722999781,0.7336948329999965,0.8053614693332444
openml__CIFAR_10__167124,STG,141355.33333333334,1.717344797964208,1.7368223319637277,1.7441537444413537,0.8268790254468877,0.8225480041152262,0.8204144855967078,0.38652083333333326,0.3829444444444445,0.38177777777777777,0.37296004265392746,0.3681207003377802,0.368166063866161,731.5568434353336,1.3943676343330178,0.10678898766673223,0.10418809000020697
openml__CIFAR_10__167124,TabNet,165671.0,0.9681901276759503,1.3859982692501376,1.4077155726381296,0.9434126666988168,0.8908685956790122,0.8879118004115227,0.6618611111111111,0.5254444444444445,0.5252777777777777,0.6584549289008016,0.5218497529631553,0.5215802232097405,283.4976008453329,4.502092382999156,0.4927384553338925,0.48808846933267586
openml__CIFAR_10__167124,XGBoost,206339.0,0.043856287090667405,1.3376820134559047,1.349622783640027,0.9999999672067901,0.8973459876543212,0.8961076131687243,0.9999375,0.5436666666666666,0.5351111111111111,0.9999375079409081,0.5425311255853779,0.5339935329414287,457.0776239906663,13.012889952336991,1.3530204186681658,1.3662489529997401
openml__CIFAR_10__167124,rtdl_MLP,234056.0,6.544179955466717,7.050604449563146,7.0917221873902205,0.8372864885545268,0.8210569032921811,0.818881502057613,0.5093611111111112,0.4553888888888889,0.44916666666666666,0.49332517528132325,0.4388042252056395,0.4328914514364033,254.48178667400012,1.7826504776670238,0.27478355733304244,0.27832498199980665
openml__CIFAR_10__167124,rtdl_ResNet,249106.66666666666,2.990528527038173,4.515531610929458,4.564764972832763,0.9312905059638633,0.8851069187242797,0.8832392181069958,0.7632500000000001,0.5447777777777777,0.5356666666666666,0.7620993834742317,0.5430224792851054,0.5335474884156503,338.3067918993317,2.0624568496653715,0.31007361066682876,0.31209808800000854
openml__Census-Income__168340,CatBoost,414.0,0.10517644168609551,0.1107232084776063,0.11050081943116746,0.9583979644889217,0.9544722780956771,0.9545992274705161,0.9608621138523782,0.9588024992482208,0.9582010758795817,0.9608621138523782,0.9588024992482208,0.9582010758795817,556.2632122456658,3.56582966499991,0.4560115343313858,0.4510716920024909
openml__Census-Income__168340,DecisionTree,26081.666666666668,0.12462378630477829,0.15851513631692002,0.158299596621426,0.9372413541301371,0.9262643456917896,0.9250747008525759,0.953642098287439,0.9518861305088709,0.9512735696704423,0.953642098287439,0.9518861305088709,0.9512735696704423,2.0911808779999697,0.38944584166669455,0.047780043666610504,0.04785014266671317
openml__Census-Income__168340,KNN,49369.0,0.13045004443936928,0.2691534885426237,0.2735753640248187,0.93609403877058,0.8877059772549893,0.8867962911637992,0.9473506886580599,0.9452370610444719,0.9448249746622562,0.9473506886580599,0.9452370610444719,0.9448249746622562,2.342372177336074,758.0832560483346,94.28871669199968,94.20212374299929
openml__Census-Income__168340,LightGBM,63877.666666666664,0.0688699404241158,0.11114476611452077,0.11143318693724363,0.9866403330795235,0.954767282648168,0.9546015773783537,0.9753620101325247,0.9586020247920078,0.9578892267254725,0.9753620101325247,0.9586020247920078,0.9578892267254725,20.025523681666552,6.786327614000025,0.8438245626665358,0.8520853466665983
openml__Census-Income__168340,LinearModel,78702.0,0.15251470012982385,0.15230540046271354,0.15239845129586108,0.9060359462150257,0.9064847238214385,0.9056939015038337,0.9457120541960596,0.94558232260795,0.9450254491184693,0.9457120541960596,0.94558232260795,0.9450254491184693,0.6505115396666664,0.4328708793333333,0.20429023100000043,0.21021100066666684
openml__Census-Income__168340,MLP,93732.33333333333,0.12631038835477607,0.12741492465872187,0.12820258424620343,0.9409635914759011,0.9395460279869101,0.9388293732366738,0.9513463393852825,0.9516411061734994,0.9504828093153798,0.9513463393852825,0.9516411061734994,0.9504828093153798,544.9986482083344,1.5901544216673453,0.25217279666564235,0.2519675680002061
openml__Census-Income__168340,NODE,114424.0,0.13020980414594563,0.1310380758257248,0.13138710227869158,0.9384227190180457,0.9379833009090811,0.9370836922457876,0.9508409661399925,0.9505162217247487,0.950560771603907,0.9508409661399925,0.9505162217247487,0.950560771603907,711.1529060826666,18.783796345333258,2.3477610486667495,2.3450163873333167
openml__Census-Income__168340,RandomForest,120969.33333333333,0.11844385938421949,0.1262781543906971,0.1265080167372896,0.9551281703386415,0.9439906884310463,0.9439312949100959,0.9544328751561019,0.9521311548442424,0.951451769187076,0.9544328751561019,0.9521311548442424,0.951451769187076,9.885598306666623,1.761335111000032,0.20696643999997377,0.20530210400003546
openml__Census-Income__168340,XGBoost,206407.66666666666,0.09057496119684331,0.11030691480068344,0.11076756338941533,0.9720457425725436,0.9551432135505701,0.9545548573739583,0.9656903078321716,0.9590920734627507,0.9578335393765244,0.9656903078321716,0.9590920734627507,0.9578335393765244,263.24543328933095,3.0498759333328658,0.39334576766517176,0.4003497079999458
openml__Census-Income__168340,rtdl_MLP,234091.0,0.11557202175518615,0.11859014468479716,0.1188977193191717,0.9527506634804132,0.9493065732095212,0.9491432690020005,0.9552403585783279,0.954681635426064,0.9542138616949002,0.9552403585783279,0.954681635426064,0.9542138616949002,555.6965640033328,2.0650393383330083,0.31283379399853095,0.3128606683324809
openml__Census-Income__168340,rtdl_ResNet,249128.66666666666,0.11752456819378543,0.11918592622975549,0.1188702609615004,0.9503784683797845,0.9485179697164595,0.9487880844287931,0.9549647004445335,0.9541915867553209,0.9547930101239599,0.9549647004445335,0.9541915867553209,0.9547930101239599,571.6269933123343,2.8301857083321615,0.4091459866679846,0.40670011300001835
openml__Click_prediction_small__190408,CatBoost,491.0,0.31768079756348516,0.40894853971493134,0.41016966369097546,0.8925757250422525,0.704308169321011,0.7047952637779744,0.8615057262657237,0.8418022528160201,0.8382978723404255,0.8615057262657237,0.8418022528160201,0.8382978723404255,23.78615423166669,0.2111459239999931,0.029687027999898332,0.033256320000115566
openml__Click_prediction_small__190408,DANet,14998.0,0.5202744860589922,0.5227663672597641,0.5144066173947376,0.4940729523672944,0.49283514916540905,0.49503534901279506,0.8315914637962326,0.8315394242803503,0.8315394242803503,0.8315914637962326,0.8315394242803503,0.8315394242803503,444.4388893793334,1.0208141893333313,0.116905116000017,0.1188723263333031
openml__Click_prediction_small__190408,DecisionTree,26155.666666666668,0.4248152273783837,0.43440111319894603,0.4442734691274528,0.6653726826263179,0.6523432270015229,0.6504186298794803,0.8357323153305379,0.8360450563204006,0.8347100542344598,0.8357323153305382,0.8360450563204006,0.8347100542344598,0.15764566199999985,0.023352064666666533,0.0029037136666682666,0.0028217840000002332
openml__Click_prediction_small__190408,KNN,49409.0,0.4176474149845683,0.48205157297872486,0.49704224259363633,0.6888083700952619,0.6081022430200274,0.6045443065113808,0.8342720654191961,0.8327075511055485,0.8304547350855236,0.8342720654191961,0.8327075511055485,0.8304547350855236,0.058646938333320436,0.8652620329999934,0.11196237599998916,0.11116297000000937
openml__Click_prediction_small__190408,LightGBM,63970.333333333336,0.37634597221419597,0.4169600043652939,0.41766994825164794,0.796365413681135,0.6850721129403121,0.686189507922777,0.8462878361182385,0.840383813099708,0.8392156862745098,0.8462878361182385,0.840383813099708,0.8392156862745098,1.467016957666668,0.10744782933333309,0.01686312166666677,0.01928357933333
openml__Click_prediction_small__190408,LinearModel,78792.0,0.6931471805599453,0.6931471805599454,0.6931471805599454,0.5,0.5,0.5,0.8315914637962326,0.8315394242803503,0.8315394242803503,0.8315914637962326,0.8315394242803503,0.8315394242803503,0.047084401333333394,0.032090952666666735,0.012461659666666633,0.012182352333333299
openml__Click_prediction_small__190408,MLP,93771.0,0.4533549326990111,0.4534379446113612,0.4534379446113612,0.5,0.5,0.5,0.8315914637962326,0.8315394242803503,0.8315394242803503,0.8315914637962326,0.8315394242803503,0.8315394242803503,77.78888944666666,0.22196010533333296,0.06239728266665637,0.06239621966667147
openml__Click_prediction_small__190408,NODE,114429.0,0.4337757741450538,0.4350210773320709,0.4362897100967569,0.6543905225835474,0.6479347016110347,0.6427866633627141,0.8315914637962326,0.8315394242803503,0.8315394242803503,0.8315914637962326,0.8315394242803503,0.8315394242803503,314.615898941,2.456306393333326,0.3118224653333641,0.3153149703333232
openml__Click_prediction_small__190408,RandomForest,121058.0,0.3734994800127409,0.4199216325861361,0.4213511476564637,0.8226794517375428,0.6765563092821686,0.6744642780997738,0.8413334167761853,0.8377138089278264,0.8372131831455988,0.8413334167761853,0.8377138089278264,0.8372131831455988,4.2997926710000245,0.331748328666644,0.0595105986666813,0.058142116333347794
openml__Click_prediction_small__190408,SAINT,136125.33333333334,0.36414854467640884,0.4274188039435878,0.43130515910993755,0.8195013337991311,0.6662491251831263,0.6571379838553608,0.8460479379185181,0.835627868168544,0.8347100542344598,0.8460479379185181,0.835627868168544,0.8347100542344598,322.18715006399935,1.6900340293338256,0.2574781543332089,0.24940896566628604
openml__Click_prediction_small__190408,STG,141375.0,0.45240481204346294,0.4525744604328348,0.452966423901509,0.5142053051911244,0.5136555671154138,0.510243147652986,0.8315914637962326,0.8315394242803503,0.8315394242803503,0.8315914637962326,0.8315394242803503,0.8315394242803503,386.152406646,0.1892334216666616,0.018896433333319834,0.017866528000032102
openml__Click_prediction_small__190408,SVM,154386.0,0.45326062084750984,0.453403959158309,0.45328684681266856,0.508449888110844,0.501587492571325,0.51529531760139,0.8315914637962326,0.8315394242803503,0.8315394242803503,0.8315914637962326,0.8315394242803503,0.8315394242803503,139.33251050766668,24.496448472666657,3.5354037210000135,2.9732447490000027
openml__Click_prediction_small__190408,TabNet,165690.0,0.4257409981701958,0.4478702593190711,0.44748742806860803,0.688762016842027,0.5969013069398809,0.6004031836028529,0.8316644762917997,0.8320400500625782,0.8317897371714643,0.8316644762917997,0.8320400500625782,0.8317897371714643,180.16730934533356,2.5333949263332634,0.3232075003334102,0.32695816666673255
openml__Click_prediction_small__190408,VIME,193422.0,5.816624775406744,5.818422156609642,5.818422156609642,0.5,0.5,0.5,0.8315914637962326,0.8315394242803503,0.8315394242803503,0.8315914637962326,0.8315394242803503,0.8315394242803503,327.07052129166703,0.2535168720000911,0.06784571766693637,0.06915406066697939
openml__Click_prediction_small__190408,XGBoost,206497.0,0.31437299085715886,0.42055584839551013,0.42294834108449536,0.9021576730914841,0.6791795671404618,0.6719957066507551,0.8627260779773452,0.8386316228619107,0.8375469336670839,0.8627260779773452,0.8386316228619107,0.8375469336670839,12.838912001999992,0.19000772600012772,0.02863999966677963,0.02746794466679597
openml__Click_prediction_small__190408,rtdl_FTTransformer,221655.0,0.45342607907289545,0.45336874033393193,0.4535909616790516,0.5055142508218019,0.5065927720371103,0.5029338979871831,0.8315914637962326,0.8315394242803503,0.8315394242803503,0.8315914637962326,0.8315394242803503,0.8315394242803503,169.13367111700003,0.7147454796666656,0.1281539366666398,0.128431444333349
openml__Click_prediction_small__190408,rtdl_MLP,234132.0,0.4533547912329441,0.4534377185140593,0.4534377185140593,0.5,0.5,0.5,0.8315914637962326,0.8315394242803503,0.8315394242803503,0.8315914637962326,0.8315394242803503,0.8315394242803503,78.81908114966666,0.30314792866667517,0.07560249933333313,0.07484796033332937
openml__Click_prediction_small__190408,rtdl_ResNet,249168.0,0.4545942923383171,0.45431267504250444,0.4549424311097184,0.5071119348986107,0.5090447939040286,0.5061649429755075,0.8315914637962326,0.8315394242803503,0.8315394242803503,0.8315914637962326,0.8315394242803503,0.8315394242803503,60.62238702,0.38053132766666425,0.0860203213333387,0.08537218400000053
openml__Devnagari-Script__167121,DecisionTree,26262.666666666668,1.6273117936006212,4.252525638670048,4.388886760725739,0.9538920305580717,0.8977276731078905,0.8946929750402576,0.5452128623188406,0.4852173913043478,0.4795289855072464,0.5507624829146062,0.48872254177770147,0.4834808323924012,89.1807881023338,0.5963394153332047,0.0825011373331108,0.07597151566649997
openml__Devnagari-Script__167121,MLP,93849.33333333333,13.818267085553714,14.214432124809493,14.248956535152741,0.8206707798975946,0.817381807568438,0.8181831602254429,0.5862545289855072,0.5728985507246377,0.5708333333333334,0.4849537248091232,0.474215320177171,0.47234118327793956,285.451555177667,1.1861539696668235,0.20274944000023723,0.212298840665729
openml__Devnagari-Script__167121,RandomForest,121144.0,1.2201260850920677,1.4144032213130184,1.4222452548779856,0.9946576785804147,0.9864994806763284,0.9864920209339775,0.8592391304347826,0.7782608695652175,0.7733333333333334,0.8615112955126686,0.778189445373799,0.7735510197090004,69.50752870333417,3.516989554333122,0.47855513966654445,0.44675935166621156
openml__Devnagari-Script__167121,TabNet,165715.0,0.030139927278503467,0.24901765138565723,0.26473794886661806,0.9999837124157104,0.9988430414653783,0.9986965942028987,0.9910507246376811,0.9416666666666668,0.9371014492753623,0.9910512577748288,0.9416825828287979,0.9371479527809695,477.47926559033294,4.058565986000758,0.49864571133366553,0.49860623399945325
openml__Devnagari-Script__167121,XGBoost,206549.0,0.0031804089142202334,0.3227380089124326,0.3281989977041673,1.0,0.9980872544283413,0.9980749315619967,1.0,0.9093478260869565,0.9057971014492754,1.0,0.9093479578087229,0.905817699521506,432.6313079286677,22.813168031333287,2.8673594136659326,2.800969009001468
openml__Devnagari-Script__167121,rtdl_MLP,234215.0,5.870211311514285,6.448686338074821,6.458023238385189,0.9332724210258152,0.9315125000000001,0.9311606360708535,0.8175045289855073,0.7920289855072463,0.7898550724637682,0.7631343464741608,0.739524988020687,0.737764413019752,293.8588984899998,1.2231379153333062,0.21520888000001523,0.21447466566799753
openml__Devnagari-Script__167121,rtdl_ResNet,249240.0,0.13178514958062737,0.33659084825142443,0.3492538563789244,0.9994831954508857,0.9989965901771335,0.9988718961352657,0.9844248188405796,0.9451811594202898,0.9409420289855072,0.9844210317013777,0.9451694040893197,0.9408681764820089,413.47877883433347,1.3651963883348799,0.23238709933260296,0.23248620233304487
openml__Fashion-MNIST__146825,CatBoost,598.0,0.265516079387156,0.34719849525205726,0.34833762057777573,0.9951148165863568,0.9901376870748299,0.9900655706727135,0.9132321428571428,0.8748095238095238,0.8746190476190477,0.9128263234889819,0.874084591158851,0.8739392300728562,119.21543685400017,0.7911038270000669,0.12817740133323238,0.13396636700008455
openml__Fashion-MNIST__146825,DecisionTree,26353.0,0.41107949040993036,1.4752154231578514,1.469481718368767,0.984904795564059,0.9580488435374149,0.95767246409675,0.8617142857142857,0.8136190476190476,0.8112380952380952,0.8616043082038581,0.8133972264024277,0.810802868179698,49.71224634599995,0.466131034666508,0.055408186666795665,0.0499794750000622
openml__Fashion-MNIST__146825,MLP,93907.33333333333,2.77543417725655,3.0977233973038487,3.2035266031667455,0.9776471714380198,0.9754378722600151,0.974393321995465,0.8895833333333334,0.8768571428571429,0.8700952380952381,0.8883058364048709,0.875076222047885,0.8684319211864572,208.14052509166626,0.7895569163327613,0.15104693966607854,0.15659669233355086
openml__Fashion-MNIST__146825,RandomForest,121239.33333333333,0.3570208987056402,0.4458255881280475,0.4446991274099772,0.9933108384117535,0.987253261526833,0.987230015117158,0.8986309523809523,0.8597142857142858,0.8572857142857142,0.8974462336524761,0.8574093440861891,0.8550706825569665,36.74890678399985,1.5588670633332715,0.29340276000004906,0.22923627900001972
openml__Fashion-MNIST__146825,STG,141395.0,0.3762473605122636,0.4097758049883026,0.412254945539886,0.9881522839899849,0.9862736999244143,0.9862424905517764,0.8583690476190476,0.8484761904761905,0.8487142857142858,0.8597306047638029,0.8500227248242324,0.8503017370519643,729.9943758236667,0.563075217333259,0.08497837066681764,0.051820068999973
openml__Fashion-MNIST__146825,TabNet,165720.66666666666,0.21781020555908948,0.3196821649410256,0.32553732858332496,0.9956290283682918,0.9915214625850339,0.9912632275132275,0.9214464285714287,0.8905238095238096,0.888904761904762,0.9214924238432126,0.8906212976836727,0.8889868766452272,365.36801855833346,4.231916903666274,0.5349240390000508,0.5377004989996218
openml__Fashion-MNIST__146825,VIME,193440.0,31.082745726649353,31.082914476496835,31.08165830032031,0.48750717427248674,0.4871933408919123,0.487543798185941,0.10000000000000002,0.10000000000000002,0.10000000000000002,0.0181818181818181,0.0181818181818181,0.0181818181818181,725.3086801533331,0.8068921283332505,0.14798299733350476,0.14740005133414036
openml__Fashion-MNIST__146825,XGBoost,206608.66666666666,0.005241683403676867,0.2870197868429332,0.29412902206417263,1.0,0.993630627362056,0.9933725736961453,1.0,0.9061904761904763,0.9003809523809524,1.0,0.9055059903223014,0.8996712610427006,91.04536211533309,4.620092119000371,0.5722384706664343,0.5709502523329016
openml__Fashion-MNIST__146825,rtdl_MLP,234291.33333333334,1.8391227032582593,2.36392202418877,2.3095679453127023,0.9868032359575775,0.9831958616780047,0.9834768027210886,0.9188749999999999,0.8913333333333333,0.891047619047619,0.9182685110279185,0.890309908784716,0.8902499824688112,218.73022087133415,0.8003539740002452,0.162735484333704,0.16269875433257155
openml__Fashion-MNIST__146825,rtdl_ResNet,249268.66666666666,0.46785582624861793,0.8435152941757545,0.8612336675180666,0.9942821582105065,0.9897829289493575,0.9895945464852609,0.9637559523809524,0.899809523809524,0.8953333333333333,0.9636723749353404,0.8994493621192796,0.8948380086088337,312.81084955399956,0.9182465893336484,0.1599964986658051,0.16321994599957176
openml__GesturePhaseSegmentationProcessed__14969,CatBoost,680.6666666666666,0.6737727256240325,0.9821885468331103,0.98414255487485,0.9596713359397238,0.8614211117327405,0.8606419736728818,0.8088781899572853,0.6267294668750436,0.6211201079622133,0.8053321821046174,0.6116039058843872,0.6067921792362237,5.101107160333337,0.05316082966665663,0.014981019333314733,0.014226168333323066
openml__GesturePhaseSegmentationProcessed__14969,DANet,15041.333333333334,1.303927353870455,1.3122357168798484,1.309154385562569,0.7553167044482242,0.7457596805805009,0.7502260146680463,0.4725222634343654,0.47080296212435063,0.463225371120108,0.3936458743971638,0.39279404939076334,0.38839344769724754,193.66573513099988,0.5203208146667748,0.060913168332869305,0.06069621466698053
openml__GesturePhaseSegmentationProcessed__14969,DecisionTree,26444.666666666668,0.8273845784281528,4.500601855881457,4.5666925467192465,0.8882360765337473,0.7310702662520784,0.732592445361409,0.6757104979502117,0.5133294912130298,0.5199055330634278,0.6691293950533187,0.502547045512106,0.5072888420191798,0.7118780363333315,0.004898313333339834,0.0018969173333378666,0.00047480266667076663
openml__GesturePhaseSegmentationProcessed__14969,KNN,49512.666666666664,0.5801131973481045,3.7444919883753975,3.92036586964179,0.9437433602470545,0.8435330748792017,0.8361701282737002,0.7280511400693142,0.6139031430184846,0.5985155195681511,0.7248419537655106,0.6069307204942443,0.5913597588191543,0.04051389533325763,7.973597253999969,1.1210097950000393,1.1494713933333667
openml__GesturePhaseSegmentationProcessed__14969,LightGBM,64073.333333333336,0.06685793100499414,0.8380519571778854,0.8264613892052264,1.0,0.8970924001665317,0.8998004782846657,1.0,0.6965873494428925,0.6909581646423751,1.0,0.6873742497810644,0.6801501981596106,57.24713456966663,1.6999931426666421,0.24758128433338314,0.22853414633332628
openml__GesturePhaseSegmentationProcessed__14969,LinearModel,78882.0,1.4240940866359961,1.427614300572638,1.4247680074901783,0.747551791357013,0.7417336776084774,0.7445875583813422,0.44508695076697524,0.43773372328803456,0.4423076923076923,0.32401530927052596,0.3183094661957437,0.32162492506227053,0.041934623333333566,0.0533029266666667,0.0016425276666666999,0.0015878073333332667
openml__GesturePhaseSegmentationProcessed__14969,MLP,93991.66666666667,6.312197776382288,6.326842440924516,6.246332462641757,0.6422278663202362,0.6401506020301061,0.6455793957139125,0.5093275978873733,0.5015125785002604,0.5003373819163293,0.44219658754011076,0.4345123352467653,0.43499846225700867,32.31282055666694,0.09051012899991896,0.048657167333355233,0.048256686666718396
openml__GesturePhaseSegmentationProcessed__14969,RandomForest,121328.0,0.6526212271108416,1.0356407186813528,1.0292809698670822,0.9831221084391842,0.8495418602073909,0.8529383492801791,0.8759090447868635,0.606816071821671,0.6157219973009447,0.8734701949882008,0.5813093420707953,0.5906572298195701,4.11751989233333,0.2543943209999971,0.09162951733333573,0.10802119233334884
openml__GesturePhaseSegmentationProcessed__14969,SAINT,136140.0,1.2192324559575252,1.2467083725889523,1.230254697397555,0.7683285471818438,0.7532870431489932,0.7601808342017535,0.49590557006757857,0.4819410090966641,0.4895411605937922,0.4531696412136992,0.43859907077825494,0.44753783397938135,352.7892917003331,0.5460870570004772,0.11561218733246877,0.11720112233403286
openml__GesturePhaseSegmentationProcessed__14969,STG,141438.66666666666,1.4797660746186567,1.4820341639354357,1.4806327135899127,0.6780059471032516,0.670448997232746,0.6770165787112488,0.4441580181076827,0.4461706639758151,0.44466936572199733,0.3263442428110346,0.32800623051248623,0.3266583691206066,117.03199363600015,0.03408206800016456,0.004698829665964333,0.0046106573327051
openml__GesturePhaseSegmentationProcessed__14969,SVM,154406.0,0.9434122345480693,1.101851504730271,1.1027011203482815,0.8736234640354942,0.8172670709543751,0.813757895115986,0.6657098522390268,0.5771138156356521,0.5789473684210527,0.6469276302982522,0.546467805856124,0.5476560403029835,76.4911167500001,13.744000984666627,1.774589190333245,1.8093068579999756
openml__GesturePhaseSegmentationProcessed__14969,TabNet,165762.0,0.9695633671919991,1.1225391630623802,1.1399877587335012,0.863720456884569,0.8122380728703366,0.8052659672165662,0.6189428915861823,0.5619271856673872,0.5472334682860999,0.6055695223509571,0.5418516225552531,0.5306409795689427,145.55059539933305,0.5106331783335918,0.06669947233300863,0.06628068966589727
openml__GesturePhaseSegmentationProcessed__14969,VIME,193490.33333333334,3.555396335992988,3.5523949655996447,3.550439295180641,0.6398845504841656,0.6425622130178127,0.6433561898450871,0.4501518768074983,0.45764370008490945,0.44804318488529016,0.331561960925395,0.3374937847083368,0.32950791676672475,79.46854935766623,0.09083330466683033,0.04731576100054247,0.047414977999172436
openml__GesturePhaseSegmentationProcessed__14969,XGBoost,206710.0,0.03156649164503756,0.8681749231025,0.8706462478123221,1.0,0.8945088142247671,0.8953503468735547,1.0,0.6874759867481032,0.6808367071524967,1.0,0.6769118155804416,0.6701966223446097,6.3842847200000135,0.29606706566670954,0.03855681100003017,0.039763956999986236
openml__GesturePhaseSegmentationProcessed__14969,rtdl_FTTransformer,221738.33333333334,3.2577558622938234,3.3149261642187384,3.307106997300503,0.7075578662431404,0.6947949522188811,0.7046862973897525,0.49219096710016536,0.496115835141591,0.48549257759784076,0.4471542799177934,0.44873065739306667,0.43806575618408955,114.93515075999994,0.379262743666762,0.09247884500003538,0.09103455299964476
openml__GesturePhaseSegmentationProcessed__14969,rtdl_MLP,234385.66666666666,5.039083029220124,5.140602883057019,5.074282633725804,0.7182429659532428,0.7053991283403175,0.7133782286131393,0.5511990020838803,0.5403309829401656,0.52834008097166,0.49873836188186943,0.4892960203638359,0.47717304387039267,30.56921877099997,0.09585462599981531,0.051681101666645135,0.05182177399994237
openml__GesturePhaseSegmentationProcessed__14969,rtdl_ResNet,249328.33333333334,2.7947346113554974,3.441774891015792,3.4947513745683527,0.8204051204904209,0.773043677369912,0.7730441942686119,0.6806106185296407,0.5882504953053665,0.5792847503373819,0.6625354410809935,0.5680646541081285,0.5576974665700484,45.8696988139997,0.12954086766724984,0.06675701966711733,0.06805289433335317
openml__Internet-Advertisements__167125,CatBoost,754.0,0.05695308201426863,0.09179682367886499,0.11525011047234107,0.9953217899910461,0.9685347928872443,0.9633441258094356,0.9869106620917525,0.980691056910569,0.9695121951219511,0.9869106620917525,0.980691056910569,0.9695121951219511,3.2314927813332908,2.4124464360000157,0.13012317566670298,0.12027692433334926
openml__Internet-Advertisements__167125,DANet,15087.666666666666,0.016376338417826767,0.11239589512269803,0.20352328028376232,0.9995351984978195,0.9805863912015623,0.9621363963408367,0.9941542762739864,0.9878048780487805,0.9654471544715447,0.9941542762739864,0.9878048780487805,0.9654471544715447,177.12641673900006,0.5558859009999347,0.07720182200000635,0.0773971966668038
openml__Internet-Advertisements__167125,DecisionTree,26522.333333333332,0.09610383833783333,0.44610781661295823,0.38134279373110186,0.9300984034501196,0.9001053551238566,0.8753212046459041,0.9792858050578218,0.9705284552845527,0.9623983739837398,0.9792858050578218,0.9705284552845527,0.9623983739837398,0.6840223779999919,0.1774514030000054,0.05868256200000099,0.02830076900000147
openml__Internet-Advertisements__167125,KNN,49597.0,0.13443010773125405,0.47998628967429946,0.7235653139219643,0.9743807612035479,0.9356948298900196,0.9084952204748689,0.9466260007624857,0.940040650406504,0.9237804878048781,0.9466260007624857,0.940040650406504,0.9237804878048781,1.787164945999848,17.92535370600005,2.3560969556666578,2.6302660966666735
openml__Internet-Advertisements__167125,LightGBM,64148.333333333336,0.0470409581208854,0.09827446774970428,0.1212312563506122,0.9929975811802295,0.9840554013773256,0.9680722581971427,0.9893252001524971,0.9776422764227641,0.9684959349593495,0.9893252001524971,0.9776422764227641,0.9684959349593495,2.0248775870000064,0.2612192749999948,0.03242455899998767,0.0359171553333291
openml__Internet-Advertisements__167125,LinearModel,78972.0,0.07689694543004066,0.11544622958521317,0.12545795291999648,0.9926068580465212,0.9809589885908111,0.978466440538596,0.9752192146397256,0.9623983739837398,0.959349593495935,0.9752192146397256,0.9623983739837398,0.959349593495935,0.5298272359999999,0.37243414399999963,0.10156176533333316,0.15919121633333297
openml__Internet-Advertisements__167125,MLP,94075.33333333333,0.019067440243216632,0.06873724577277114,0.13827781362560654,0.9992916256014842,0.9907493061979649,0.9810874704491725,0.9941542762739864,0.9867886178861789,0.9674796747967479,0.9941542762739864,0.9867886178861789,0.9674796747967479,12.739324904000108,0.2949073726666474,0.0712290373333222,0.072287635666477
openml__Internet-Advertisements__167125,NODE,114438.0,0.07613552288395013,0.10809273435923504,0.12094395197322211,0.9903315651148858,0.9807020248740876,0.9654897728440744,0.9926293048672005,0.9776422764227641,0.9715447154471545,0.9926293048672005,0.9776422764227641,0.9715447154471545,191.479633279,0.6215744483333481,0.09128008666667141,0.09083652366666677
openml__Internet-Advertisements__167125,RandomForest,121420.66666666667,0.13409287021890642,0.14688128440434714,0.16309593610575346,0.9707426678519205,0.9650272381539726,0.9370438894028164,0.9567924768077266,0.9603658536585366,0.9471544715447152,0.9567924768077266,0.9603658536585366,0.9471544715447152,0.7130628690000028,0.21760832066667032,0.08725959233333447,0.1330680593333397
openml__Internet-Advertisements__167125,STG,141529.0,0.04515471522411396,0.11016600390702729,0.10880682807680282,0.9955261094040878,0.9745605920444035,0.9777212457600987,0.9860210954377938,0.9745934959349594,0.9684959349593495,0.9860210954377938,0.9745934959349594,0.9684959349593495,40.27461587299998,0.21621555633366063,0.025804829333310398,0.0253943219998594
openml__Internet-Advertisements__167125,SVM,154455.66666666666,0.05807224219541087,0.11718044668757728,0.166496614474305,0.9952559649190613,0.9648730599239389,0.9472196525850549,0.9855127716355319,0.9695121951219511,0.9613821138211381,0.9855127716355319,0.9695121951219511,0.9613821138211381,25.800133259666836,4.390564863666593,0.5642040180002065,0.5660148093331069
openml__Internet-Advertisements__167125,TabNet,165798.66666666666,0.1037658397831604,0.1237857385889853,0.23473111081568812,0.9753278773004554,0.9645390070921986,0.922319868434577,0.9754733765408566,0.9715447154471545,0.9532520325203251,0.9754733765408566,0.9715447154471545,0.9532520325203251,399.74661472933525,1.8025716519996424,0.23909252600177902,0.23991921033179622
openml__Internet-Advertisements__167125,VIME,193554.33333333334,0.14347338382156805,0.14990291357777105,0.17433758789541645,0.9765803653673966,0.9725819714256346,0.957344023023949,0.9589528529673402,0.959349593495935,0.9420731707317073,0.9589528529673402,0.959349593495935,0.9420731707317073,220.19659174166677,0.19801755766578324,0.0667373116648377,0.06566711433515587
openml__Internet-Advertisements__167125,XGBoost,206785.33333333334,0.05852979049854706,0.0888953511281008,0.1227518862362809,0.9880751943751972,0.9833487511563366,0.9602991057662659,0.9853856906849664,0.9796747967479676,0.9695121951219513,0.9853856906849664,0.9796747967479676,0.9695121951219513,1.3099842616666895,0.24610188699998994,0.0474218000000045,0.0447930799999956
openml__Internet-Advertisements__167125,rtdl_MLP,234457.66666666666,0.028411000698056337,0.0703821254311995,0.1177941137361538,0.9982096385619778,0.9902353787645183,0.9852502826600884,0.9904689287075867,0.983739837398374,0.9664634146341463,0.9904689287075867,0.983739837398374,0.9664634146341463,17.005641312666715,0.22990194900005415,0.07159819566668917,0.0813486066666146
openml__Internet-Advertisements__167125,rtdl_ResNet,249415.33333333334,0.052941742891942034,0.08555560830548091,0.13985894408210003,0.9939094697921297,0.9842224277931956,0.9737897008942337,0.9855127716355319,0.9786585365853657,0.9613821138211383,0.9855127716355319,0.9786585365853657,0.9613821138211383,7.9939731116666435,0.22274087499984793,0.07555705233335169,0.07605633200008313
openml__JapaneseVowels__3510,CatBoost,860.0,0.008812957745864367,0.0477068624041912,0.046829982060455466,1.0,0.9997248343133763,0.9997457232827571,1.0,0.9902945113788487,0.9896281884475381,1.0,0.9902732665637503,0.9896138689397764,25.32355498700076,0.0486331686679477,0.007316983000199134,0.007004711665710234
openml__JapaneseVowels__3510,DANet,15124.333333333334,0.007089866986266766,0.030584582958130397,0.033961223756994535,0.9999963993021188,0.9996566292094302,0.9998876583747262,0.9976993083388894,0.9943105756358768,0.9886255150995154,0.9976950142016386,0.9943078310588197,0.9885942659214785,694.0197049100016,0.4944913280005494,0.05609120366580097,0.05653504900086163
openml__JapaneseVowels__3510,DecisionTree,26625.333333333332,0.14033818071558832,2.8511991968578414,2.945672970396847,0.9971792972745971,0.9399896289005397,0.937862712546978,0.9590896473752122,0.8694779116465864,0.8701935793995105,0.9590384672754467,0.8689620436591025,0.8701802016658164,0.12470702500000519,0.0017910543333325998,0.00039544933333356667,0.00041683000000239997
openml__JapaneseVowels__3510,KNN,49685.0,0.9010727622811081,1.1663591273807807,1.140100434063054,0.9802129219671758,0.9499081648633659,0.948692782369902,0.8702836033555732,0.7550200803212851,0.7507482286216077,0.8694063612811395,0.7514966805799741,0.7488302332433731,0.005310661999999966,0.8296045973333337,0.10477570499999973,0.10395656866666587
openml__JapaneseVowels__3510,LightGBM,64238.666666666664,0.003367472781829254,0.05242299908680623,0.051699818066100724,1.0,0.9995766404901536,0.9996685760964529,1.0,0.9862784471218206,0.9822650682972611,1.0,0.9862572653740322,0.9822486087202993,10.381582691999977,2.2121857310000457,0.2738791323333132,0.2681948069999767
openml__JapaneseVowels__3510,LinearModel,79062.0,0.357218738461911,0.34369362765507433,0.3387678666681298,0.9894268123874013,0.9899130850967374,0.9901718153512383,0.8881871758586611,0.8882195448460508,0.8916028540776278,0.8874032138050411,0.8876368528664607,0.8905078156916612,0.015919146666666533,0.029923324333333296,0.007361138333333267,0.0013112056666665668
openml__JapaneseVowels__3510,MLP,94174.0,0.18083034243990478,0.18853142945837123,0.20038091833202576,0.998248625321803,0.9981567470142392,0.9978391159984638,0.9710950559673757,0.9675368139223561,0.9591857903026347,0.971116359195995,0.9675280222161607,0.9591381900763678,25.694680093666495,0.08965196899983612,0.0566708230000282,0.05469948200000843
openml__JapaneseVowels__3510,RandomForest,121504.0,0.17232257320121983,0.3024865172241287,0.2995772157546339,0.9999806122458527,0.9983510260017902,0.9984439637624426,0.996360740993841,0.9625167336010709,0.9621964957791715,0.9963565230112238,0.9621549610635373,0.9619788074062171,1.035561282666663,0.077769233666667,0.023584175666665333,0.023473194999998698
openml__JapaneseVowels__3510,SAINT,136152.0,0.004163644037410933,0.029235179366826767,0.0398626943680603,0.9999981944439847,0.9998450858596196,0.9997633360124456,0.9994143397112943,0.9916331994645248,0.9909668765332141,0.999414345818877,0.9916308809860378,0.990969166041061,291.3809598099997,0.5227632290007023,0.12372949100002488,0.1215896533334065
openml__JapaneseVowels__3510,STG,141625.0,0.11143921535288374,0.12222778406123913,0.12413309521208543,0.9990665922746258,0.998538228289228,0.9987842553546734,0.9692126360883363,0.9665327978580991,0.9642038565495684,0.96937333869031,0.966697836534378,0.9642682068642245,116.77473482466667,0.032641987332984436,0.004509428999881466,0.0044212786669959
openml__JapaneseVowels__3510,SVM,154548.66666666666,0.0316341848137982,0.0525142612540796,0.06295640612268692,0.9999872267580812,0.9997139015663955,0.9995232492469545,0.9987869661605387,0.9916331994645247,0.986952490671479,0.9987852663445619,0.9916291004464424,0.9869163804285987,27.443281995333564,0.6693593976669945,0.08408793099958223,0.08390396766662887
openml__JapaneseVowels__3510,TabNet,165842.66666666666,0.009668176276852099,0.033307859844357766,0.0424775189068047,0.9999872651672211,0.9998206652316058,0.9997799630067178,0.9971973843002412,0.9929718875502008,0.9886231653461053,0.9971960020006304,0.9929744472475422,0.9886348404765956,190.81981882366765,0.6600713613333747,0.083308143000238,0.0837975890008048
openml__JapaneseVowels__3510,VIME,193621.66666666666,0.22426561058496408,0.24351966418390925,0.23786199457110713,0.9961642927418678,0.9955645319615926,0.9957213047884559,0.942107021384572,0.9390896921017403,0.9334217511973671,0.941897758748253,0.9386542650517719,0.9328245348149061,197.00359963033307,0.0914777460010706,0.0480985836672971,0.047201443999938364
openml__JapaneseVowels__3510,XGBoost,206869.33333333334,0.0019159201471515,0.05353630349255187,0.051085665814924665,1.0,0.9996036205602826,0.999642491538021,1.0,0.9839357429718875,0.982266075334437,1.0,0.9839825555409716,0.9822625082578718,55.098210213999984,0.47803401299994636,0.06091794700019663,0.06105176433320023
openml__JapaneseVowels__3510,rtdl_FTTransformer,221833.33333333334,0.06892878607761797,0.08784638316605699,0.14985258664359913,0.9992559166850096,0.9992383162201949,0.9984344534996769,0.9889568312149338,0.9862784471218206,0.9769150154613774,0.9889546671851178,0.9862813262578038,0.9769278803410953,80.946989085667,0.24337512166645556,0.072468267999587,0.0721852433334788
openml__JapaneseVowels__3510,rtdl_MLP,234544.66666666666,0.08358972738793176,0.13103002764399815,0.1431820244347902,0.9994577690452634,0.9992459596046919,0.9992420653248782,0.9877437238811774,0.9812583668005356,0.9759133491505306,0.9877352366489113,0.9812430302649418,0.9758922121683766,30.92423363166664,0.09340284166661184,0.04769350333330633,0.04733979166672947
openml__JapaneseVowels__3510,rtdl_ResNet,249502.0,0.054165110795263566,0.0674770449943517,0.08987327819623094,0.9995726700710694,0.9995673120881099,0.9994055022796111,0.9924286124713856,0.9912985274431058,0.9869514836343032,0.9924292178437165,0.9913095012710396,0.986940881451175,44.09727186166659,0.1261358876669002,0.0572643093335235,0.056063160999968865
openml__LED-display-domain-7digit__125921,CatBoost,931.3333333333334,0.7000013839469931,0.7840028669101672,0.7730730037393293,0.9681208381420058,0.9642685185185185,0.9662510288065845,0.7799999999999999,0.7599999999999999,0.7466666666666667,0.7803249615435818,0.7568503348503349,0.736982868982869,0.158127908000002,0.0014073806666629668,0.0006485243333381667,0.0006439610000038334
openml__LED-display-domain-7digit__125921,DANet,15178.333333333334,0.7700775176036586,0.9257777536021118,0.9300850725797257,0.9658054889110953,0.955619341563786,0.9437181069958847,0.7683333333333332,0.8133333333333334,0.7266666666666667,0.7651099870270879,0.8082390202390203,0.7216488326488326,27.215895538666626,0.054499027000019795,0.047247284666620204,0.048651669999950735
openml__LED-display-domain-7digit__125921,DecisionTree,26697.0,0.6193394367777819,3.75191293512079,3.3378812920695395,0.9691816513207364,0.916699588477366,0.9172510288065844,0.7733333333333333,0.7399999999999999,0.7133333333333334,0.7761322265656965,0.7383216598216599,0.7065367595367595,0.0006307263333331666,0.00022065100000039997,0.00013051566666753335,0.00010421700000053334
openml__LED-display-domain-7digit__125921,KNN,49768.666666666664,1.574626424524996,2.3860484038478034,2.638762092328733,0.9560723677000715,0.9422741769547326,0.9351676954732512,0.7525000000000001,0.7733333333333333,0.7133333333333334,0.7513300374913703,0.7643789913789915,0.7021763051763052,0.0005828643333339,0.008791071666667934,0.003715808666666967,0.0035103379999992333
openml__LED-display-domain-7digit__125921,LightGBM,64336.0,0.6927161511664172,0.8255555759141741,0.8314418975757484,0.9676903617544164,0.9607654320987654,0.9596419753086421,0.7766666666666667,0.7599999999999999,0.7266666666666667,0.7768747189788998,0.7598601028601029,0.7178794538794538,1.2249324080000008,0.030730688666667467,0.0064080619999984,0.004968738333332066
openml__LED-display-domain-7digit__125921,LinearModel,79152.0,0.7599849553822096,0.8162824954863205,0.7987269585044564,0.9640546384947041,0.9617654320987654,0.9652037037037039,0.7716666666666666,0.7266666666666667,0.7533333333333334,0.7706940279557962,0.719989380989381,0.745062123062123,0.012085892333333167,0.0006748869999999,0.0002595939999999667,0.00016248999999993335
openml__LED-display-domain-7digit__125921,MLP,94252.66666666667,0.9763496587192639,1.0167461876757444,1.0269001935375854,0.9572410122538719,0.9592993827160493,0.9589691358024693,0.775,0.7733333333333333,0.7399999999999999,0.7760999006892955,0.774401616901617,0.7334790764790764,5.046906218000004,0.0404896326667009,0.04010499566671413,0.03959426933333054
openml__LED-display-domain-7digit__125921,NODE,114452.66666666667,1.5538725604613621,1.6064267651240032,1.59834730386734,0.9676954657022354,0.9584979423868312,0.9593600823045266,0.7833333333333333,0.7399999999999999,0.7466666666666667,0.7828249927741547,0.7375154845154844,0.7389282939282938,96.52372484099983,0.2747302946665399,0.11415370633324544,0.11074836733358016
openml__LED-display-domain-7digit__125921,RandomForest,121583.0,0.8183664025036878,1.9665835375414868,1.3490103773203315,0.9695478616362915,0.94734670781893,0.951167695473251,0.775,0.7733333333333333,0.7200000000000001,0.774662665052679,0.7701594331594332,0.7153087283087283,0.058430489333331864,0.014704628666666433,0.009598714666666232,0.009510496999999432
openml__LED-display-domain-7digit__125921,SAINT,136201.0,0.7468532343984892,0.7548375722765922,0.8024817593892415,0.9616284517676875,0.9669907407407408,0.9618775720164608,0.7608333333333333,0.7933333333333333,0.7133333333333334,0.7603286083637054,0.7903169053169053,0.7013106893106893,23.553695856333206,0.10339708533335086,0.08079827699998528,0.07981724199999003
openml__LED-display-domain-7digit__125921,STG,141707.33333333334,0.7260348916216753,0.8809940940762561,0.8867158863941828,0.9647364115423499,0.9555905349794238,0.9600164609053498,0.7808333333333333,0.7599999999999999,0.7466666666666667,0.780036601055126,0.7558556258556259,0.737109372109372,7.920861078999981,0.0026954233333071668,0.0009693396666913334,0.0009856203332674
openml__LED-display-domain-7digit__125921,SVM,154636.66666666666,1.071442328989246,1.1333898926230048,1.1388407897534447,0.9603756947289689,0.9554115226337448,0.9500812757201645,0.7433333333333333,0.7599999999999999,0.7133333333333334,0.7331825362429814,0.745971472971473,0.6959180819180819,0.0916992219999984,0.015220548333333866,0.0021524566666690334,0.0020771643333325667
openml__LED-display-domain-7digit__125921,TabNet,165900.66666666666,0.8863224884018829,1.0064499531614943,1.2517525898003563,0.9520031504374957,0.9503333333333334,0.924962962962963,0.7425,0.7666666666666666,0.7200000000000001,0.7383533525210444,0.7640818810818811,0.7147862507862509,11.031487883999993,0.049451464333429805,0.012693360999975234,0.012594572666669001
openml__LED-display-domain-7digit__125921,TabPFNModel,177681.0,0.5473682744061322,0.9917812304858428,0.9241004277742467,0.9767331281104457,0.9492119341563786,0.9521913580246913,0.7966666666666667,0.7200000000000001,0.7266666666666667,0.7968763258541655,0.7161182891182891,0.7215019425019426,0.00046595600000046665,0.774193326333334,0.3565702066666662,0.35780196166666656
openml__LED-display-domain-7digit__125921,VIME,193710.0,1.1496305473164343,1.0046617988093447,1.3778945655189456,0.9378655874858876,0.9501265432098766,0.9239629629629631,0.7325,0.7866666666666666,0.6933333333333334,0.7334026209150252,0.781002849002849,0.6857372257372257,9.154458119999996,0.053743657666700466,0.05171580600002313,0.05033528066663467
openml__LED-display-domain-7digit__125921,XGBoost,206962.33333333334,0.6168161972658709,0.9081723460368812,0.8846568329725414,0.9734022078818705,0.9534876543209876,0.9554732510288065,0.7875,0.7599999999999999,0.7200000000000001,0.7894717075156601,0.757950308950309,0.7137176527176528,0.4603518853333384,0.006964393333333833,0.0037669866666618333,0.0011046856666609667
openml__LED-display-domain-7digit__125921,rtdl_FTTransformer,221906.33333333334,1.4030150873514746,1.288347711811463,1.671665125247091,0.9330036228989006,0.9267736625514403,0.926280864197531,0.7483333333333334,0.7866666666666666,0.7200000000000001,0.7401110075748555,0.7778427498427499,0.7073612313612313,9.990475798333327,0.06658072133329063,0.058942641333336064,0.05891727499999883
openml__LED-display-domain-7digit__125921,rtdl_MLP,234646.66666666666,2.474765201433621,2.6759165111363625,2.7847387945187223,0.9459362980187246,0.9455329218106997,0.945090534979424,0.7458333333333332,0.7733333333333333,0.6733333333333333,0.7338652473143975,0.7605951085951087,0.6551833721833722,3.2361711283333534,0.04451724133332386,0.04232434766669257,0.042254642333318694
openml__LED-display-domain-7digit__125921,rtdl_ResNet,249600.66666666666,1.4643807669271114,1.315735972124472,1.7143353621528992,0.9421108369855347,0.9453086419753087,0.9368497942386829,0.7641666666666667,0.7933333333333333,0.7399999999999999,0.7626580053737241,0.7872754652754653,0.7367645317645316,3.199174244333316,0.0531342776666671,0.050882139999960864,0.04988790000000637
openml__MagicTelescope__3954,CatBoost,1038.0,0.16792620804426503,0.27105396947687826,0.27957290424715175,0.9828673034512208,0.9448217604095492,0.94185125271874,0.9443787241500176,0.8964248159831755,0.8871363477041712,0.9443787241500176,0.8964248159831755,0.8871363477041712,10.512130278333416,0.0150989286666458,0.0031547299999866666,0.0032757816666730334
openml__MagicTelescope__3954,DANet,15240.333333333334,0.2542590666953865,0.27467951163207616,0.2807953616503711,0.9513843114975025,0.9440309143780085,0.9427668625217098,0.8972791798107256,0.8964248159831755,0.8860848229933405,0.8972791798107256,0.8964248159831755,0.8860848229933405,428.56255298933274,0.537838956666595,0.0642485923326603,0.0641294556667162
openml__MagicTelescope__3954,DecisionTree,26791.333333333332,0.31868347109657374,0.645400364080544,0.6510640026595921,0.9111462017726426,0.8825459500948755,0.8827752831180802,0.8776726253066948,0.8505082369435683,0.8445495969155274,0.8776726253066945,0.850508236943568,0.8445495969155274,0.14099899166666316,0.0023058563333305335,0.00045206899999423333,0.0003611026666649
openml__MagicTelescope__3954,KNN,49864.0,0.34865960827395287,0.9513256354562497,1.0344309465198838,0.9097196498563941,0.8618372056596487,0.8560207240500217,0.8328951980371538,0.8137048720644935,0.8107255520504731,0.8328951980371538,0.8137048720644935,0.8107255520504731,0.011590606333318898,6.6603149213333195,0.8450930976666768,0.8402034919999247
openml__MagicTelescope__3954,LightGBM,64421.666666666664,0.0070572585406647,0.38779287634035886,0.4000656583193794,1.0,0.9429186510156798,0.9391903617811034,1.0,0.888888888888889,0.8857343147563967,1.0,0.888888888888889,0.8857343147563967,7.6362256953333185,0.7808833906666722,0.10347893599997227,0.10229313766668226
openml__MagicTelescope__3954,LinearModel,79242.0,0.4583581233079339,0.4602370892443897,0.4586949195269175,0.8389739189489719,0.8408409647826427,0.8401618375565709,0.78818349106204,0.7914475990185769,0.7891692954784437,0.78818349106204,0.7914475990185771,0.7891692954784437,0.03549336699999997,0.005092147666666733,0.0013939963333334665,0.0008978853333334334
openml__MagicTelescope__3954,MLP,94351.33333333333,0.31858952271222596,0.3652809237760291,0.3719759742308626,0.9233385317343066,0.9026421836488511,0.904675144052811,0.86284174553102,0.849106203995794,0.8441990886785838,0.8628417455310199,0.849106203995794,0.8441990886785841,40.5038323226668,0.12692545266670166,0.05853391799994747,0.057433632333413635
openml__MagicTelescope__3954,NODE,114465.66666666667,0.2649711673692308,0.3054005133384388,0.31010154786115246,0.9485361077262165,0.9342148339345239,0.9344403909257055,0.9094812478093236,0.883981773571679,0.8799509288468279,0.9094812478093236,0.883981773571679,0.8799509288468279,606.0882537266664,2.2374043999991122,0.28994037433392345,0.2895765186662326
openml__MagicTelescope__3954,RandomForest,121684.66666666667,0.2561537111352585,0.32244863072628066,0.32333867456236204,0.961823517302855,0.9310763493787166,0.9307390823345928,0.9102260778128285,0.8743427970557308,0.8715387311601823,0.9102260778128285,0.8743427970557308,0.8715387311601823,1.6514045053333462,0.08639825199999977,0.02198963933333663,0.022634482333330597
openml__MagicTelescope__3954,SAINT,136254.0,0.2627935721975572,0.31220410645754293,0.31230494464476444,0.9488113563481423,0.9287062842038761,0.9276824320102834,0.8920215562565721,0.8729407641079566,0.8736417805818437,0.8920215562565721,0.8729407641079566,0.8736417805818437,427.0393348233338,0.7202589806662824,0.1382678316670838,0.13729471300030124
openml__MagicTelescope__3954,STG,141783.0,0.47034682374406533,0.47447047491133204,0.47112091826395774,0.8478572895921346,0.8466487192948554,0.8476982325396824,0.7717534174553102,0.7669120224325271,0.7667367683140554,0.7717534174553102,0.7669120224325271,0.7667367683140554,207.15143155233213,0.058932253335418204,0.032278367668671565,0.008078334666303465
openml__MagicTelescope__3954,TabNet,165973.33333333334,0.2618938406209074,0.28297245009962585,0.28945914768405734,0.9477973314725433,0.9410017321353138,0.93884502243119,0.8925911321416052,0.8913424465474938,0.8850332982825097,0.8925911321416052,0.8913424465474938,0.8850332982825097,235.14172927066645,1.0357398043330097,0.12829989900003128,0.130939920333238
openml__MagicTelescope__3954,VIME,193788.66666666666,0.3828183014896607,0.4133353927882311,0.4130298867983891,0.9209454649265195,0.8974419820871032,0.8969933073301847,0.8484270942867157,0.8266736768314056,0.8271994391868208,0.8484270942867158,0.8266736768314056,0.8271994391868208,97.91499559033521,0.1425030776651207,0.06116594066649359,0.06064274900078693
openml__MagicTelescope__3954,XGBoost,207066.0,0.11017458179668553,0.2865374796048497,0.289598039747157,0.9898140366741369,0.9413736492952779,0.9391637432213575,0.9697248510339994,0.891342446547494,0.8836312653347353,0.9697248510339994,0.891342446547494,0.8836312653347353,9.944416224999978,0.0974793363333219,0.0121247553333887,0.0132521340000266
openml__MagicTelescope__3954,rtdl_FTTransformer,222004.0,0.24792995126209297,0.2857815891382545,0.2942369909302722,0.9544589680537721,0.939827377141219,0.9376954014901252,0.9000394321766562,0.8864353312302838,0.8804766912022433,0.9000394321766562,0.8864353312302838,0.8804766912022433,155.90540209533233,0.34430520199991105,0.09334070566668129,0.0943674576665216
openml__MagicTelescope__3954,rtdl_MLP,234733.33333333334,0.3197806470545281,0.358614760949036,0.35958485169825877,0.9236367309084966,0.9058991149872838,0.9035049900204347,0.8613958990536278,0.85068349106204,0.8468279004556608,0.8613958990536278,0.85068349106204,0.8468279004556608,37.96998776466671,0.14279738933343344,0.06536039266651034,0.0642338593333609
openml__MagicTelescope__3954,rtdl_ResNet,249687.33333333334,0.2634873703828395,0.28334658508899074,0.2923096163089555,0.9480886696373659,0.939398230801549,0.9366294471331648,0.8906195233087978,0.883981773571679,0.879074658254469,0.8906195233087978,0.883981773571679,0.879074658254469,68.24995126566735,0.16821676866682833,0.062414942666919104,0.06229020333383534
openml__MiceProtein__146800,CatBoost,1125.0,0.16880241305412635,0.33312740507977445,0.3425790323699669,1.0,0.999034100819815,0.9990668062096634,1.0,0.9876543209876543,0.9722222222222222,1.0,0.9876188448985385,0.9721737295704941,6.196585179666678,0.017736123000008232,0.011397383999980767,0.0062961683333083
openml__MiceProtein__146800,DANet,15286.0,0.013610371757015368,0.007181099220421899,0.02155796299949317,0.9999949516705223,1.0,1.0,0.9953703703703702,1.0,0.9876543209876544,0.9953692872935876,1.0,0.9874367266784768,47.314234193000324,0.0710883266665405,0.04141198999999077,0.03935198933322676
openml__MiceProtein__146800,DecisionTree,26898.0,0.002069094082995596,3.4251163047758797,4.824535311145133,0.999964504150284,0.9439400876900876,0.9212695043052186,0.9996141975308642,0.8981481481481483,0.8549382716049383,0.9996141090051432,0.8971685057780364,0.8540682538235341,0.13701668066666525,0.0034261343333336,0.0014255323333322333,0.0017978746666653667
openml__MiceProtein__146800,KNN,49964.0,0.10689117361437206,0.15558314108724758,0.1755787387547063,0.9994892133044221,0.9987800813350264,0.998531017212336,0.9741512345679012,0.95679012345679,0.9351851851851851,0.9741680198362781,0.9559471315194843,0.9353173319415123,0.004400035666672333,0.2092280629999976,0.0650780230000028,0.06262662733332997
openml__MiceProtein__146800,LightGBM,64512.333333333336,0.0003872014018213822,0.0489944357251568,0.09526354983395872,1.0,0.9998430141287283,0.9994393777046838,1.0,0.9876543209876543,0.9660493827160495,1.0,0.9876419325120901,0.9660024141011246,7.743338125666672,0.06440110500001384,0.0073213320000006,0.006821527333319633
openml__MiceProtein__146800,LinearModel,79332.0,0.43017094910539894,0.48119409976332844,0.5025183696907686,0.9936161775362619,0.9881046826886702,0.9878477967174986,0.9193672839506174,0.8919753086419754,0.8703703703703703,0.9192714037733966,0.8921830789920335,0.8685845168660347,0.0356717713333334,0.006209540999999833,0.0008060893333332667,0.0005135866666666667
openml__MiceProtein__146800,MLP,94443.33333333333,2.244574200628166,2.3829089223179243,2.676299048948908,0.9213128954114888,0.9197412502318311,0.9042288043661669,0.7781635802469137,0.7808641975308642,0.7407407407407408,0.7591654867966874,0.7605242751870055,0.7159417612416821,10.908343141000046,0.04811108799996566,0.044458620666697764,0.04350096033340373
openml__MiceProtein__146800,NODE,114475.0,0.9240716163206982,0.9480337846426315,0.9480333789999102,0.9999410190830075,0.9996134817563389,0.9997232925804354,0.9884259259259259,0.9691358024691358,0.9753086419753086,0.9883667686884402,0.9685732023758845,0.9751334552617271,206.88924026099994,0.4562018503332486,0.10214233366635496,0.09719806400031904
openml__MiceProtein__146800,RandomForest,121782.0,0.12029224720961657,0.3306109289267081,0.35729976328575136,1.0,0.999847374847375,0.9996664050235479,1.0,0.9907407407407408,0.9691358024691358,1.0,0.9907407407407408,0.9690721784388958,0.9009110066666656,0.13706343233333482,0.08169325733333227,0.0626882130000012
openml__MiceProtein__146800,SAINT,136279.33333333334,0.005896511685898768,0.01783875674345663,0.04133144326302607,1.0,0.9999433106575962,0.9998800802372231,0.9992283950617283,0.9969135802469137,0.9876543209876544,0.9992287182287614,0.9969135802469137,0.9876226101231937,165.03991747133364,0.1926255303329185,0.09171742599905501,0.09368608533405143
openml__MiceProtein__146800,STG,141855.66666666666,0.06326944692688054,0.08796641330075171,0.10709974734704754,0.9999986595246139,1.0,0.99977746612362,0.9972993827160493,0.9969135802469137,0.9814814814814815,0.9972981243026511,0.9969016328156113,0.9815717796960332,13.404042778666621,0.0049404463333454,0.0012742760000416002,0.0012509623333395333
openml__MiceProtein__146800,SVM,154714.0,0.03878385303871534,0.0534356691881973,0.05692555988013683,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.4795655466666678,0.11958838533333464,0.014478048000000835,0.0157128120000038
openml__MiceProtein__146800,TabNet,166028.66666666666,0.011175075119515467,0.010285818353559033,0.06042581461926246,0.9999918835523197,1.0,0.999735595092738,0.9969135802469135,1.0,0.9845679012345679,0.9969136735935461,1.0,0.9846428983772261,23.742970355333153,0.08219437966651333,0.012182393000178565,0.011909793666745766
openml__MiceProtein__146800,TabPFNModel,177771.0,0.011090776845691366,0.030706797104531936,0.0328259747177189,1.0,0.9999084249084249,0.9999389499389499,1.0,0.9969135802469137,0.9969135802469137,1.0,0.9969135802469137,0.9969135802469137,0.0005046883333327999,2.001577825666665,1.2702095686666663,1.2657788516666664
openml__MiceProtein__146800,VIME,193863.33333333334,1.0599123587577015,1.1552147584292538,1.2268808934065787,0.9296852956405427,0.9268561849802038,0.91183843309432,0.66820987654321,0.6604938271604938,0.6388888888888888,0.6370051141957327,0.6297820968516539,0.6078489666352058,17.02093782833322,0.0497750466666578,0.0460029063333493,0.0452400326667472
openml__MiceProtein__146800,XGBoost,207149.66666666666,0.008919832544950266,0.07233359540071056,0.09612237711176182,1.0,0.9997623408337694,0.9994633408919124,1.0,0.9876543209876543,0.9783950617283951,1.0,0.9876543209876543,0.9785169755901982,0.7570604053333341,0.011243734333352934,0.004060716333337134,0.002635635000009
openml__MiceProtein__146800,rtdl_FTTransformer,222088.66666666666,0.23573768481046944,0.3166892168528535,0.3747041346272633,0.9885626206534015,0.9903840207411636,0.9834137909883593,0.9699074074074074,0.9537037037037037,0.9444444444444445,0.9697531575220806,0.9532490754399182,0.9434310840339272,30.97459616866657,0.13301689133322722,0.06100371399998037,0.05970797200006924
openml__MiceProtein__146800,rtdl_MLP,234824.66666666666,1.67354587414402,1.79603909913091,2.3695688649045192,0.9673064188417468,0.9659259994758426,0.9545526458831012,0.8966049382716049,0.8919753086419754,0.8703703703703703,0.8948316066262813,0.8897841295595178,0.8667443736923245,8.172462302666796,0.0520261879999755,0.04731554333344923,0.04790145333337623
openml__MiceProtein__146800,rtdl_ResNet,249768.66666666666,0.0008988048998463028,0.0035051292621534995,0.015022225480531934,1.0,1.0,1.0,1.0,1.0,0.9969135802469137,1.0,1.0,0.9969135802469137,9.114225151333343,0.05316237833333656,0.04846335399997944,0.04788545233336624
openml__MiniBooNE__168335,CatBoost,1224.0,0.09321646577906417,0.14436426972325764,0.14807675044869265,0.994066467697183,0.9839495886897364,0.9832313902662672,0.9688515136953387,0.9423643679044617,0.9400835447579509,0.9688515136953387,0.9423643679044617,0.9400835447579509,6.875931784333375,0.1992622079999932,0.036329339999989864,0.03213416066671463
openml__MiniBooNE__168335,DecisionTree,26977.333333333332,0.1719204973705991,0.4375198350891874,0.4441332012604968,0.975277004406314,0.9483034165323448,0.9469729936272163,0.93611725132148,0.9091514825350453,0.9062812331821327,0.93611725132148,0.9091514825350452,0.9062812331821327,19.305978806333236,0.06477144300000263,0.006593460666635933,0.007746685000104899
openml__MiniBooNE__168335,KNN,50020.666666666664,0.23224417968224667,0.3704167444246937,0.3631980192722626,0.9592739218073,0.9469133454649974,0.9468642234490526,0.8973858721768381,0.887240203992722,0.8868814228236078,0.8973858721768381,0.887240203992722,0.8868814228236078,3.012357335335158,928.6893760026645,126.50281830566746,126.8483105793345
openml__MiniBooNE__168335,LightGBM,64606.666666666664,0.01738700661581793,0.24630798442949375,0.25486673946487187,0.9996979614685865,0.9852843743091758,0.9846075972716931,0.9960531795611084,0.9462597063119859,0.9450295994464518,0.9960531795611084,0.9462597063119859,0.9450295994464518,71.6944128653334,3.5883408480000676,0.5341252300002756,0.5207310190000195
openml__MiniBooNE__168335,LinearModel,79422.0,0.3347420470984119,0.3394546218371685,0.34052849082717734,0.9106509056733687,0.909377664171526,0.90807765338674,0.8574211116450424,0.8567694318443916,0.8532072473796162,0.8574211116450424,0.8567694318443916,0.8532072473796162,0.22975484500000012,0.026194914333333267,0.005534153999999767,0.005134395666666466
openml__MiniBooNE__168335,MLP,94506.33333333333,0.1645349774646173,0.17699721003043922,0.17925191110165928,0.9792603313385001,0.9762477924128786,0.9759466772855329,0.9322473169950345,0.9292944824581634,0.9261679608415981,0.9322473169950345,0.9292944824581634,0.9261679608415981,188.3386461543329,0.6053423360002247,0.12355466233323865,0.12381322799956247
openml__MiniBooNE__168335,RandomForest,121864.0,0.14625735394989547,0.19223497279018245,0.19399793565954135,0.9897548347675388,0.9760213070282155,0.9753194175434796,0.9556687489988788,0.9265523692370774,0.925962943030676,0.9556687489988788,0.9265523692370774,0.925962943030676,82.54236824100037,2.1473229883334475,0.3637551766669276,0.31085797933337744
openml__MiniBooNE__168335,TabNet,166086.66666666666,0.36585689687456463,0.3716627621830482,0.37224070793695657,0.9335673148190547,0.9304513115714897,0.9295559742590095,0.8376773986865289,0.8346787627175111,0.8353450706030087,0.8376773986865289,0.8346787627175111,0.8353450706030087,787.1249344693332,10.865835377333461,1.3274422489993942,1.3325808829996124
openml__MiniBooNE__168335,VIME,193931.0,0.3158793454011881,0.3207832601490181,0.3232620662439445,0.9456345278053041,0.9445083772410762,0.9413724982102624,0.8848822681403172,0.8819097409087414,0.8793470182722123,0.8848822681403172,0.8819097409087414,0.8793470182722123,711.3830042166677,0.7075652483351101,0.12907691333263446,0.12932630400124853
openml__MiniBooNE__168335,XGBoost,207244.66666666666,0.03234941086892643,0.14318660376616285,0.14747984447107737,0.9998042772295244,0.9849283446134386,0.9842035533185663,0.9959762934486625,0.9454140078419314,0.941954332282617,0.9959762934486625,0.9454140078419314,0.941954332282617,3.9800987223332904,0.8502471840000112,0.10857753399998647,0.10701106033330156
openml__MiniBooNE__168335,rtdl_MLP,234889.33333333334,0.15575415999028272,0.17096299690299344,0.17615665131810063,0.9816260825512341,0.9777624985177019,0.976769722372282,0.9381707512413904,0.9324978857538248,0.9299607903436611,0.9381707512413904,0.9324978857538248,0.9299607903436611,272.12246120933355,0.6993892920008875,0.13965573733336592,0.13780683733421026
openml__MiniBooNE__168335,rtdl_ResNet,249840.0,0.26561491687585104,0.2714822974525345,0.2757300499380018,0.9453468799228969,0.9418589798958902,0.9410102074826895,0.8746243793048215,0.8732989928500038,0.8698136900643244,0.8746243793048215,0.8732989928500038,0.8698136900643244,411.6432500403334,0.9755138929989092,0.16928129200111164,0.16954174566687163
openml__PhishingWebsites__14952,CatBoost,1309.0,0.05903161462370557,0.0864111951842426,0.09162175962954483,0.9986005412133164,0.995405954589628,0.9952772992313809,0.98066267103924,0.968053044002411,0.9602169981916818,0.98066267103924,0.968053044002411,0.9602169981916818,7.415580685999998,0.20940266600004517,0.03395302033326663,0.033536672666684766
openml__PhishingWebsites__14952,DANet,15361.0,0.03485296323050843,0.06565827127337308,0.08621704806733389,0.9993833916783054,0.9969078540507113,0.9961419957593428,0.9860906932036638,0.9779987944544907,0.9701627486437613,0.9860906932036638,0.9779987944544907,0.9701627486437613,596.6446489879994,0.45454848366868345,0.07909570366791736,0.0791456653335747
openml__PhishingWebsites__14952,DecisionTree,27076.0,0.07611246346531486,0.36309195103216435,0.2869434781587972,0.9959566200166009,0.9853106502341196,0.9872890714727448,0.9635870179803234,0.9520795660036168,0.9514767932489452,0.9635870179803234,0.9520795660036167,0.9514767932489452,0.1465914003333317,0.0209654459999999,0.014355568000000268,0.008602236333333632
openml__PhishingWebsites__14952,KNN,50095.666666666664,0.0759268705453524,0.252811438489211,0.2890664437272098,0.9966834143944086,0.9891360765085254,0.987255941337574,0.9696935429153003,0.9584086799276671,0.952682338758288,0.9696935429153003,0.9584086799276671,0.952682338758288,0.16240588333334924,7.309230807999995,1.055159118000044,1.07912803900003
openml__PhishingWebsites__14952,LightGBM,64699.666666666664,0.020091193024713034,0.0746181405054483,0.08342120959838563,0.9997634761338402,0.9974865270783638,0.9968034941249228,0.9907271288024426,0.9758890898131405,0.9725738396624473,0.9907271288024426,0.9758890898131405,0.9725738396624473,2.110608788333335,0.17067307333333537,0.019838820999998032,0.024987538333333465
openml__PhishingWebsites__14952,LinearModel,79512.0,0.1823361897814937,0.17294046900199786,0.17631216142627867,0.9787887048279925,0.981679035250464,0.9810677842565597,0.9277771495344718,0.9282700421940929,0.9264617239300783,0.9277771495344718,0.9282700421940929,0.9264617239300783,0.12117996833333329,0.016180534999999965,0.0109101679999999,0.009941186333333267
openml__PhishingWebsites__14952,MLP,94578.0,0.0444085734440611,0.08454891435585722,0.1084210416839369,0.9988167760580909,0.9954523367788676,0.9943209426627794,0.9811527008179728,0.9737793851717903,0.9620253164556961,0.9811527008179728,0.9737793851717903,0.9620253164556961,24.566861678333833,0.11738829333323031,0.05998891099928486,0.06085821833372993
openml__PhishingWebsites__14952,NODE,114483.0,0.04531112929795647,0.08493568631806343,0.09698018589241715,0.9990315339242976,0.9955848573195513,0.9955820964749535,0.9888047042858759,0.9722724532851116,0.9659433393610608,0.9888047042858759,0.9722724532851116,0.9659433393610608,362.31233947166675,0.6944943076666732,0.09653038800001916,0.09840372899996426
openml__PhishingWebsites__14952,RandomForest,121954.0,0.11068499368759917,0.12385194902507003,0.13061411583420077,0.9963862566712357,0.9944440763318315,0.9936285228377065,0.9643786045459685,0.9596142254370102,0.9547920433996383,0.9643786045459685,0.9596142254370102,0.9547920433996383,0.5450169723333337,0.16148068733332835,0.06383656366666433,0.062415749333330404
openml__PhishingWebsites__14952,SAINT,136318.0,0.038475267546973196,0.06689571279788337,0.08752544914966642,0.9991439311296122,0.9971546735577347,0.9962071516918455,0.9843190470805534,0.9749849306811331,0.9680530440024112,0.9843190470805534,0.9749849306811331,0.9680530440024112,53.3041343319995,0.24532017899976677,0.09242509266641713,0.09453668966671097
openml__PhishingWebsites__14952,STG,141944.0,0.08723356638342333,0.11375968412865871,0.11261742984498047,0.9970159677794103,0.9934733633713226,0.9935578452160084,0.9634362395868673,0.9556962025316457,0.9532851115129596,0.9634362395868673,0.9556962025316457,0.9532851115129596,127.01136772766647,0.043347691665985566,0.006052690332580767,0.005806261000543533
openml__PhishingWebsites__14952,SVM,154815.0,0.05216012293565989,0.09256517351577809,0.0995357129464647,0.9982436306378907,0.9937582825337928,0.993295012810319,0.9857891364167516,0.972875226039783,0.9659433393610608,0.9857891364167516,0.972875226039783,0.9659433393610608,23.297168507666623,2.9616076030002887,0.3810028593331178,0.3804708390000921
openml__PhishingWebsites__14952,TabNet,166119.0,0.04033209450230884,0.07297837103371564,0.09404245565035994,0.9989149303531187,0.996676495273434,0.995701364961569,0.9820196765803462,0.9731766124171187,0.9638336347197107,0.9820196765803462,0.9731766124171187,0.9638336347197107,206.6012033136673,1.104865244999625,0.14143124599953197,0.14049606200023843
openml__PhishingWebsites__14952,VIME,193980.66666666666,0.24690484109146937,0.2557962578241368,0.26468736049508634,0.9952934652767521,0.9927273831610567,0.9910885458079336,0.9652455803083417,0.9593128390596745,0.9514767932489452,0.9652455803083417,0.9593128390596745,0.9514767932489452,77.54617625033279,0.10774600766671937,0.05117676633259783,0.0523622200004562
openml__PhishingWebsites__14952,XGBoost,207334.33333333334,0.030402424078010467,0.06674923277239224,0.06925401942024834,0.9996495846753541,0.9971033218482198,0.9969050932061135,0.9897470692449772,0.9755877034358047,0.9713682941531042,0.9897470692449772,0.9755877034358047,0.9713682941531042,0.5604102796666588,0.0540709360000022,0.0117197910000008,0.008870899333328866
openml__PhishingWebsites__14952,rtdl_FTTransformer,222192.33333333334,0.0321705221309109,0.07129968664140417,0.08680806628062247,0.9994053390615916,0.9970238095238096,0.9959056674617899,0.9860153040069357,0.9770946353224835,0.9689572031344184,0.9860153040069357,0.9770946353224835,0.9689572031344184,111.24752634966656,0.42356819466658635,0.0951904316664998,0.09679299399977022
openml__PhishingWebsites__14952,rtdl_MLP,234960.66666666666,0.03277985236876297,0.07673309264242817,0.11146348364556867,0.9993692178664312,0.9965439747327504,0.9957322864210619,0.9857137472200234,0.9761904761904762,0.965641952983725,0.9857137472200234,0.9761904761904762,0.965641952983725,27.325545933333462,0.12359925600018562,0.0639521593335909,0.06242734866646057
openml__PhishingWebsites__14952,rtdl_ResNet,249892.66666666666,0.03580995072648017,0.0672460127650357,0.0796142270674938,0.9993332003188892,0.9971209912536443,0.9967830638749006,0.9856383580232952,0.9755877034358047,0.9695599758890898,0.9856383580232952,0.9755877034358047,0.9695599758890898,37.07815455766619,0.13772747366662463,0.05837691566678887,0.0574804943328975
openml__Satellite__167211,CatBoost,1383.6666666666667,0.0086725287652165,0.0236280039104886,0.025463574774130165,0.9934192367674312,0.9729243586102433,0.9722616680867179,0.9979575163398692,0.996078431372549,0.9934640522875817,0.9979575163398692,0.996078431372549,0.9934640522875817,0.7403478089999993,0.003132838333335667,0.0009173673333275333,0.0009137626666708334
openml__Satellite__167211,DANet,15413.333333333334,0.0109137280580542,0.007652196669907266,0.027135947774527134,0.9974778273147903,0.9996213197008426,0.9549370444002651,0.99640522875817,0.9993464052287582,0.9941176470588236,0.99640522875817,0.9993464052287582,0.9941176470588236,225.95747481133444,0.2906675800001987,0.04590603166601187,0.046015458666564237
openml__Satellite__167211,DecisionTree,27147.333333333332,0.0193948263261765,0.07050489613046478,0.12865696340525992,0.9230234256135814,0.8800530152418821,0.8324339676228344,0.9962418300653595,0.9947712418300654,0.9934640522875817,0.9962418300653595,0.9947712418300654,0.9934640522875817,0.023748946333333434,0.0006647229999998333,0.00020101733333353333,0.00016528800000036666
openml__Satellite__167211,KNN,50172.0,0.013077609351911101,0.07993480816218376,0.16773020033713446,0.9983493705445582,0.9256366562529585,0.8309192464262048,0.9930555555555557,0.9928104575163399,0.9908496732026144,0.9930555555555557,0.9928104575163399,0.9908496732026144,0.010218025333327767,0.8785486976666709,0.11487949766666937,0.11422486433333356
openml__Satellite__167211,LightGBM,64774.0,0.08106959659704964,0.061768562106017465,0.22169860716900028,0.940434575112478,0.9424405945280698,0.7619047619047619,0.9963235294117646,0.996078431372549,0.9901960784313725,0.9963235294117646,0.996078431372549,0.9901960784313725,0.14424568066666643,0.0062719340000004994,0.0020056796666670664,0.0019113706666668666
openml__Satellite__167211,LinearModel,79602.0,0.011022745761355299,0.015361725357470934,0.01820150469849983,0.9976722589557525,0.994225125437849,0.9946038057370066,0.9959967320261437,0.9941176470588236,0.9934640522875817,0.9959967320261437,0.9941176470588236,0.9934640522875817,0.06843835166666663,0.0020719199999999333,0.0008760379999999667,0.0005674349999999999
openml__Satellite__167211,MLP,94652.33333333333,0.0133066794096221,0.014356674287593801,0.020659124227072265,0.9975961178935574,0.9948878159613747,0.993941115213481,0.9954248366013072,0.9967320261437909,0.9921568627450981,0.9954248366013072,0.9967320261437909,0.9921568627450981,15.779167221666631,0.06405081499987607,0.04402990933337486,0.04502406733337233
openml__Satellite__167211,NODE,114493.0,0.03507704961911034,0.03873517331758546,0.045006430812569574,0.9664530637939732,0.9368550601154976,0.9171636845593109,0.9953431372549021,0.996078431372549,0.9921568627450981,0.9953431372549021,0.996078431372549,0.9921568627450981,173.06250096366668,0.31582717399996335,0.04034980166665033,0.04018433633333033
openml__Satellite__167211,RandomForest,122034.66666666667,0.008674762606466234,0.02664849594531937,0.02770271321639277,0.9978394973602165,0.9345356432831582,0.9561677553725266,0.9983660130718954,0.9954248366013072,0.9934640522875817,0.9983660130718954,0.9954248366013072,0.9934640522875817,0.2526211753333321,0.025500474333333398,0.017695622333330798,0.017966143333332768
openml__Satellite__167211,SAINT,136332.33333333334,0.0490398426317644,0.050258504111601036,0.054921809409260336,0.9446277721805033,0.9197197765786234,0.903247183565275,0.9891339869281047,0.9888888888888889,0.9875816993464053,0.9891339869281047,0.9888888888888889,0.9875816993464053,745.204557029666,0.29092852666606933,0.09189471300010153,0.0965926596665364
openml__Satellite__167211,STG,142045.66666666666,0.033608413605961764,0.026883572007352835,0.036380021372700404,0.935017682402033,0.9151756129887344,0.9231278992710403,0.9929738562091504,0.9947712418300654,0.9921568627450981,0.9929738562091504,0.9947712418300654,0.9921568627450981,50.363432987666634,0.0163129306665723,0.0025592713335147667,0.0025082826665917333
openml__Satellite__167211,SVM,154893.66666666666,0.0076018320358273335,0.0177183923131028,0.035894326011882964,0.9978259007419674,0.9775631922749218,0.9515289217078481,0.998611111111111,0.9967320261437909,0.9947712418300654,0.998611111111111,0.9967320261437909,0.9947712418300654,0.26729898266666546,0.039248175999999135,0.0052025126666649,0.0050783619999997
openml__Satellite__167211,TabNet,166177.33333333334,0.0124732891382585,0.0071055605415832335,0.039473218748011,0.9984690207851502,0.9988639591025278,0.9901543122219066,0.9968954248366013,0.9986928104575163,0.9895424836601308,0.9968954248366013,0.9986928104575163,0.9895424836601308,97.59603025600033,0.3535402540001087,0.043951640334247095,0.043704864333752334
openml__Satellite__167211,VIME,194068.0,0.040767592607386334,0.038335532972929964,0.045535757105791407,0.9490446336187263,0.9462273975196441,0.8881946416737669,0.9916666666666667,0.9928104575163399,0.9901960784313726,0.9916666666666667,0.9928104575163399,0.9901960784313726,21.054956874333282,0.07559300000017777,0.05386780633322507,0.0518580123334686
openml__Satellite__167211,XGBoost,207408.66666666666,0.06728697026169381,0.0777800430138835,0.08010050633612532,0.9826724697033354,0.9194831013916501,0.9340149578718168,0.9982843137254903,0.9954248366013072,0.9928104575163399,0.9982843137254903,0.9954248366013072,0.9928104575163399,0.38188742566666695,0.008055181666666399,0.002349455333333367,0.0009561346666665999
openml__Satellite__167211,rtdl_FTTransformer,222272.0,0.011160298315023265,0.009777962762165833,0.0210252401782496,0.9980162533974551,0.9982959386537917,0.9950771561109534,0.9962418300653594,0.9973856209150327,0.9928104575163399,0.9962418300653594,0.9973856209150327,0.9928104575163399,63.97622956600011,0.23495760966655624,0.0688788706672009,0.06817610533335024
openml__Satellite__167211,rtdl_MLP,235041.0,0.012830031289114967,0.013519461396191167,0.023372250708839467,0.9977742335926209,0.996023856858847,0.991574363343747,0.9953431372549019,0.9967320261437909,0.9921568627450981,0.9953431372549019,0.9967320261437909,0.9921568627450981,14.42323152699993,0.07080886333333083,0.048589236333368035,0.046814228666659574
openml__Satellite__167211,rtdl_ResNet,249980.33333333334,0.0041471606148352335,0.009982972937777867,0.0191005916523536,0.9998694724648085,0.998958629177317,0.9969705576067405,0.9985294117647058,0.9986928104575163,0.9941176470588236,0.9985294117647058,0.9986928104575163,0.9941176470588236,16.677938153999907,0.08338320533355886,0.05179696166660123,0.05515472433342807
openml__SpeedDating__146607,CatBoost,1483.3333333333333,0.25586910860651435,0.3055317526943218,0.3067008681994083,0.919930481124211,0.8701483781918564,0.8712008281573499,0.8934646374216652,0.8731105807478122,0.8683373110580748,0.8934646374216652,0.8731105807478122,0.8683373110580748,32.927893141333094,0.17899486633268671,0.023474997000145433,0.022329386000516566
openml__SpeedDating__146607,DANet,15491.333333333334,0.24375247762600002,0.3356950805163299,0.345713453826389,0.9283204038536882,0.8587750172532781,0.8539061421670118,0.8875460061673133,0.8723150357995227,0.8627684964200477,0.8875460061673133,0.8723150357995227,0.8627684964200477,277.04522550633357,0.4254843756665044,0.04899496000022427,0.04921658100041284
openml__SpeedDating__146607,DecisionTree,27241.333333333332,0.33204738171733317,0.45061211847185395,0.4325029376745168,0.836973673309826,0.8061663216011042,0.8158764665286404,0.857256540336218,0.8532219570405727,0.8436754176610979,0.857256540336218,0.8532219570405729,0.8436754176610979,0.09602034100000084,0.0291510643333303,0.004063479999999766,0.0039873699999987
openml__SpeedDating__146607,KNN,50255.333333333336,0.36069164893467637,0.6283079368800023,0.5613186049129703,0.808428012161003,0.6759023464458247,0.6924292615596964,0.8402466925295932,0.8373110580747812,0.8349244232299124,0.8402466925295933,0.8373110580747812,0.8349244232299124,0.09744487966668199,5.480708059666654,0.6976457479999757,0.6916075490000443
openml__SpeedDating__146607,LightGBM,64875.666666666664,0.07122371639812226,0.4675699837202561,0.45272942488158335,0.994089719758437,0.8685921325051759,0.8668219461697723,0.9799064955734607,0.8747016706443914,0.8667462211614957,0.9799064955734607,0.8747016706443914,0.8667462211614957,2.1882128556666776,0.13901295899998914,0.023238324666671365,0.023324303333339434
openml__SpeedDating__146607,LinearModel,79692.0,0.31966944640974937,0.3276810353759062,0.3267386495529779,0.859915840802357,0.851280193236715,0.8482953761214631,0.8588978414403661,0.854415274463007,0.8615751789976134,0.8588978414403661,0.854415274463007,0.8615751789976134,0.06806676666666663,0.0330907196666664,0.018765624999999866,0.0177344443333331
openml__SpeedDating__146607,MLP,94751.66666666667,0.2901090096844581,0.3148797112184438,0.3244224764611872,0.8884811345666931,0.864696342305038,0.8510697032436162,0.873271660200935,0.8667462211614957,0.8615751789976134,0.873271660200935,0.8667462211614957,0.8615751789976134,13.787518315666793,0.1263001490000306,0.058642104333453404,0.05858331166666627
openml__SpeedDating__146607,NODE,114505.66666666667,0.2677149356980316,0.31570776585599164,0.3192600772264891,0.9037660965872906,0.8714906832298137,0.8670255348516217,0.9036605988262211,0.8663484486873507,0.8687350835322195,0.9036605988262211,0.8663484486873507,0.8687350835322195,290.99872343,1.2306174483333336,0.17567381366673843,0.17739095400001278
openml__SpeedDating__146607,RandomForest,122144.66666666667,0.18597741225044787,0.32524392265976093,0.32302201714941897,0.9953060250123836,0.8595617667356797,0.860200138026225,0.9383268676017109,0.862370723945903,0.8615751789976134,0.9383268676017109,0.862370723945903,0.8615751789976134,1.1007910379999994,0.13830381333333597,0.040937712333333764,0.039964833333333595
openml__SpeedDating__146607,SAINT,136356.66666666666,0.24526755207456974,0.31381227714703835,0.314693760421543,0.9259378457282018,0.8675776397515528,0.8662594893029675,0.8986869591166816,0.8591885441527447,0.8579952267303103,0.8986869591166816,0.8591885441527447,0.8579952267303103,219.83793097400056,0.689845905333641,0.13546429966724338,0.13654085733408763
openml__SpeedDating__146607,STG,142134.66666666666,0.40240147175968816,0.41259546185545054,0.4098890615136688,0.8166127093354597,0.8049361628709454,0.8010455486542444,0.8473092609171392,0.8420843277645188,0.8440731901352426,0.8473092609171392,0.8420843277645188,0.8440731901352426,92.43318576566647,0.0706255553342695,0.008631904332257032,0.0084654939997411
openml__SpeedDating__146607,SVM,154996.66666666666,0.3074273401350435,0.3266588447200095,0.32911020511942324,0.8759086826644437,0.8520824706694272,0.8468357487922705,0.8683974932855865,0.8663484486873508,0.8595863166268894,0.8683974932855865,0.8663484486873508,0.8595863166268894,11.595871650666462,2.4754709909999897,0.2619516459998578,0.2613298093332711
openml__SpeedDating__146607,TabNet,166267.66666666666,0.32182824240323193,0.3427695384312986,0.3441225826103976,0.8641414646448956,0.8350172532781229,0.8345565907522429,0.8571570675420274,0.864359586316627,0.8516308671439936,0.8571570675420274,0.864359586316627,0.8516308671439937,143.89571883566563,1.028123850666816,0.13852004833233875,0.13375284299884996
openml__SpeedDating__146607,VIME,194159.66666666666,0.3294540827341674,0.3433009556505026,0.34760025952955265,0.8683701088898209,0.8510869565217392,0.8483022774327122,0.8665572465930568,0.8631662688941925,0.8599840891010343,0.8665572465930568,0.8631662688941925,0.8599840891010343,57.272498431332984,0.11914249433357323,0.05575528300020469,0.05418751033357686
openml__SpeedDating__146607,XGBoost,207509.0,0.12716651262538872,0.3381385961581463,0.31973640773228573,0.9737883547954498,0.876984126984127,0.8812146307798482,0.9544911966577141,0.8806682577565633,0.8707239459029434,0.9544911966577141,0.8806682577565633,0.8707239459029436,8.789343695999909,0.08552633699991923,0.016862796666676564,0.013848998333439
openml__SpeedDating__146607,rtdl_FTTransformer,222366.33333333334,0.271409597497345,0.3274522540189159,0.32870960374127156,0.9093201850902584,0.8561766735679779,0.8517908902691511,0.8818760568984382,0.8627684964200477,0.8603818615751789,0.8818760568984382,0.8627684964200477,0.8603818615751789,127.03702152099868,1.2516571040008178,0.199470930332609,0.2007710896668868
openml__SpeedDating__146607,rtdl_MLP,235137.0,0.2906232532172422,0.321729893641348,0.32584678044808074,0.8920063486700739,0.8584230503795721,0.8558367839889579,0.8777479359395205,0.8675417661097852,0.8575974542561654,0.8777479359395205,0.8675417661097852,0.8575974542561654,10.241934344333231,0.12972479233349068,0.0621903496667831,0.06340170833338253
openml__SpeedDating__146607,rtdl_ResNet,250073.0,0.25659452539950783,0.30977566447145016,0.31845201676791235,0.9213746649510782,0.8691994478951001,0.8608109040717736,0.8858052322689743,0.8715194908512331,0.863961813842482,0.8858052322689743,0.8715194908512331,0.863961813842482,11.506335958666568,0.15632705200005145,0.06721759266664167,0.06872973766674777
openml__acute-inflammations__10089,CatBoost,1560.0,0.0010275513548202333,0.0018567411282260002,0.0013179111492018667,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.19690107366666668,0.0007587126666663333,0.0005750869999996,0.0005745073333332334
openml__acute-inflammations__10089,DANet,15543.0,0.49601441425167847,0.48818181869056493,0.5083611284693083,1.0,1.0,1.0,0.9756944444444443,1.0,0.9722222222222222,0.9756944444444443,1.0,0.9722222222222222,7.502316692,0.029293309999998667,0.028464249666666733,0.028218770333333237
openml__acute-inflammations__10089,DecisionTree,27324.0,9.992007221626413e-16,9.992007221626413e-16,9.992007221626413e-16,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.0005235213333333,0.00018329766666656667,0.0001097759999999,0.00010317233333330725
openml__acute-inflammations__10089,KNN,50340.0,0.017827277541203668,0.032778546670934695,0.039759503012070964,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.00045777133333336665,0.004378821666666633,0.003369759666666767,0.0033921216666666
openml__acute-inflammations__10089,LightGBM,64954.666666666664,0.38163957092379225,0.03141657152005673,0.13499522002453654,0.9824404761904763,1.0,0.9904761904761905,0.9618055555555555,1.0,0.9722222222222222,0.9618055555555555,1.0,0.9722222222222222,0.005162635333333499,0.0013157106666673334,0.0001416033333333333,0.0001306046666667
openml__acute-inflammations__10089,LinearModel,79782.0,0.07261177898291914,0.09178543376404387,0.088094331767313,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.011888262333333267,0.0004363779999999667,0.00016315799999996666,0.00013090099999986667
openml__acute-inflammations__10089,MLP,94832.0,0.1557712374379573,0.16177252633047423,0.14694407818979013,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,4.952617526333376,0.043072996333343334,0.041602317000024834,0.04239198466664947
openml__acute-inflammations__10089,NODE,114543.0,0.27026672506084043,0.2731783696346813,0.2706669759419229,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,5.828002952333333,0.0157559089999986,0.013506324000000266,0.013608907999999467
openml__acute-inflammations__10089,RandomForest,122208.0,0.0044760725180233996,0.016332769653713334,0.008478379509718035,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.0992259886666667,0.015752276666666534,0.0145549756666667,0.014780538000000065
openml__acute-inflammations__10089,SAINT,136380.0,0.0015047201365329,0.0017262164425725002,0.0016086377048243332,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,21.511824759666666,0.05724821933332907,0.054063455333334766,0.052407201000003505
openml__acute-inflammations__10089,STG,142204.0,0.04340450083933924,0.0515763735489195,0.033170051717509766,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,2.381525693666655,0.001442046666663,0.0008745829999933,0.0007986656666597334
openml__acute-inflammations__10089,SVM,155073.66666666666,0.12388959224359081,0.05248727759682004,0.15753050755154607,0.9857142857142858,1.0,0.9904761904761905,0.9548611111111112,1.0,0.9444444444444445,0.954861111111111,1.0,0.9444444444444445,0.0015865176666666333,0.0003876523333331667,0.00014227833333323333,0.00012669133333333333
openml__acute-inflammations__10089,TabNet,166335.0,3.639848988503829,0.0,2.6671249237330894,0.9049851190476191,1.0,0.9523809523809524,0.8854166666666666,1.0,0.9166666666666666,0.8854166666666666,1.0,0.9166666666666666,1.9127638536666662,0.015169218666658832,0.012794685666670766,0.012471915333326367
openml__acute-inflammations__10089,TabPFNModel,177861.0,0.00039133240199533333,0.0009223427832693668,0.0004902940763712667,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.0006161586666663666,0.34488833099999966,0.10296207633333343,0.10404138500000089
openml__acute-inflammations__10089,VIME,194241.66666666666,0.6884062966952721,0.6881518397066327,0.6883115106158786,0.10446428571428568,0.3142857142857143,0.1809523809523809,0.5833333333333334,0.5833333333333334,0.5833333333333334,0.5833333333333334,0.5833333333333334,0.5833333333333334,1.3424977303333325,0.04112404566666857,0.042403448999998795,0.0423857006666672
openml__acute-inflammations__10089,XGBoost,207588.0,0.10665451991371806,0.11471339832577437,0.11348579575618105,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.20021801966666633,0.003314314333333733,0.00038789633333306665,0.00035658966666656666
openml__acute-inflammations__10089,rtdl_FTTransformer,222438.0,0.0025906322900684,0.0026298167067579665,0.0025937216123565667,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,9.073880371666668,0.05618316633333597,0.05473463900000173,0.05529491033333397
openml__acute-inflammations__10089,rtdl_MLP,235218.0,0.0013963883978437331,0.0014020830705526665,0.0014637860420772999,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,5.4962520360000005,0.043808610333332575,0.04450219133333153,0.04423862733333427
openml__acute-inflammations__10089,rtdl_ResNet,250155.0,0.0068050846417059,0.007767847971990667,0.0069036274411094336,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,5.916827091333334,0.04578937833333357,0.04534767866666726,0.0444555516666671
openml__ada_agnostic__3896,CatBoost,1657.3333333333333,0.25929112691113326,0.3181801149728927,0.3224262623310468,0.9434669360487725,0.9049939580152597,0.9058111611579669,0.8911086106427843,0.8634032656403957,0.8503589389227993,0.8911086106427843,0.8634032656403957,0.8503589389227993,0.7860641230000027,0.003990251333334467,0.0009956139999994667,0.0009717239999957333
openml__ada_agnostic__3896,DANet,15636.666666666666,0.30708627871378624,0.3670530179509843,0.39822879653607207,0.9213699798594877,0.8931656544890009,0.8811333990867846,0.8614221374914773,0.861213482283389,0.8415998054947726,0.8614221374914773,0.861213482283389,0.8415998054947726,107.95346531300008,0.2710438516666424,0.039758751334375064,0.0400688216662577
openml__ada_agnostic__3896,DecisionTree,27417.333333333332,0.2945228357209989,0.6570967954605716,0.7220124931045336,0.9128990330382605,0.8725618000210931,0.8622201159391164,0.8697379965939757,0.8546409331132353,0.8423339987459532,0.8697379965939757,0.8546409331132353,0.8423339987459532,0.009668942666666598,0.0009438780000003,0.0002616389999995667,0.00019865599999976664
openml__ada_agnostic__3896,KNN,50440.666666666664,0.4007463712477601,0.46193876175479104,0.4427822287001954,0.8431418228898561,0.8227481668471945,0.8245239475788985,0.811455133722888,0.816654829999872,0.8021917028164869,0.811455133722888,0.816654829999872,0.8021917028164869,0.012770481666649366,0.9853561743333424,0.12609413633332633,0.12788931199998876
openml__ada_agnostic__3896,LightGBM,65052.666666666664,0.23202674850808722,0.3177045327851478,0.3287021275678586,0.9589500346568546,0.9092352291239205,0.9023598593739179,0.9065504598449013,0.8634032656403957,0.8547497024837805,0.9065504598449013,0.8634032656403957,0.8547497024837805,0.23874960633333112,0.016743382333335836,0.004047601666667767,0.0026309099999982
openml__ada_agnostic__3896,LinearModel,79872.0,0.37080863878485154,0.38798616814047726,0.3815326867668492,0.8725459508998492,0.8592495928883674,0.8615296896144399,0.8325564309115645,0.8195724084097918,0.826999117048639,0.8325564309115645,0.8195724084097918,0.826999117048639,0.0659508720000001,0.0027941923333333666,0.0010224463333332334,0.0006586539999999
openml__ada_agnostic__3896,MLP,94931.33333333333,0.33767138084706066,0.36670742584591026,0.3753463207593363,0.8965783602689451,0.8774037616466064,0.8690632728350284,0.8429710195397119,0.8473277924936338,0.8313850819609199,0.8429710195397119,0.8473277924936338,0.8313850819609199,12.201190975999912,0.0608095899999637,0.0423470449999522,0.042030840999892405
openml__ada_agnostic__3896,NODE,114610.0,0.30893794074023406,0.3636759942226482,0.3761898325266499,0.9299488368641765,0.8999963637949246,0.8949932624590192,0.8964110965234452,0.8524447515579613,0.8445205830038262,0.8964110965234452,0.8524447515579613,0.8445205830038262,270.7744932016667,0.6018316873335152,0.08108652266698373,0.0802421656662962
openml__ada_agnostic__3896,RandomForest,122310.0,0.33036154372074106,0.35574254870068783,0.3640634126947313,0.9226207639893703,0.8967682887913301,0.8864966884129837,0.8626101030972965,0.8539099389611886,0.8423339987459532,0.8626101030972965,0.8539099389611886,0.8423339987459532,0.12742262400000226,0.0277114296666643,0.01842946833333293,0.017477934666662934
openml__ada_agnostic__3896,SAINT,136396.66666666666,0.35467978688482843,0.3886216524055155,0.404881458849633,0.8846600282111519,0.8608803780566943,0.8541474011921623,0.8294495808215315,0.8151944412453455,0.811675432198293,0.8294495808215315,0.8151944412453455,0.811675432198293,914.1087760786662,0.3741237819995149,0.11828792699937667,0.12080844533435686
openml__ada_agnostic__3896,STG,142303.0,0.44793429596719864,0.4521411984720034,0.4676536781661817,0.7371203276546098,0.733037669123142,0.7144257685330659,0.8044211170354192,0.8056883181696034,0.7868568211191729,0.8044211170354192,0.8056883181696034,0.7868568211191729,52.31735823300017,0.0219242093330649,0.0031920303335463,0.0030688646666187
openml__ada_agnostic__3896,SVM,155138.0,0.4194177132763523,0.42825883916321345,0.4355643278592743,0.8371037310478054,0.82195291672683,0.8239427205663911,0.8193116683907983,0.8166484318016046,0.811675432198293,0.8193116683907983,0.8166484318016046,0.811675432198293,2.6961300509999986,0.43883841566666754,0.055136769999997136,0.054788751000001405
openml__ada_agnostic__3896,TabNet,166435.0,0.3099904497261482,0.34119632896699087,0.38667843971150906,0.9134970899255017,0.8909345937234875,0.8728223695715117,0.8623357802786084,0.8568291169206752,0.8277349098493865,0.8623357802786084,0.8568291169206752,0.8277349098493865,63.25442822466627,0.28631798100010997,0.03980373766555086,0.0392344926662152
openml__ada_agnostic__3896,VIME,194341.33333333334,0.43044032033806706,0.42832519185081375,0.43977204379525325,0.8625120908703954,0.8508848124163277,0.8485141123231291,0.8086214799125989,0.816654829999872,0.8051188785238077,0.8086214799125989,0.816654829999872,0.8051188785238077,31.60329886533388,0.06885602200024243,0.0472208509997168,0.0475674203329011
openml__ada_agnostic__3896,XGBoost,207701.0,0.16095663447033545,0.3209876893444002,0.3375910706667213,0.9862382459362543,0.9065223334659568,0.9013193540108172,0.9480198842692436,0.8612150818329559,0.8496311438698863,0.9480198842692436,0.8612150818329559,0.8496311438698863,1.310882629333354,0.02528811266664373,0.003406417333328167,0.0046520150000001
openml__ada_agnostic__3896,rtdl_FTTransformer,222540.0,0.3131241363716111,0.32693175072653835,0.3467053177316311,0.9112682192495477,0.9051129267995707,0.89117917000677,0.8553953412952934,0.8568291169206752,0.8401458149385134,0.8553953412952934,0.8568291169206752,0.8401458149385134,35.921685320666825,0.24707611466673518,0.06990003766679816,0.07107089800020573
openml__ada_agnostic__3896,rtdl_MLP,235322.0,0.340236725021734,0.37633430840647114,0.40541076430556894,0.8958643798107042,0.8703480904416239,0.8645235613264092,0.8403207650428698,0.845139608686194,0.8277365093989534,0.84032076504287,0.845139608686194,0.8277365093989532,12.483023384333213,0.06757810033332133,0.04708343200002213,0.04624891266674536
openml__ada_agnostic__3896,rtdl_ResNet,250254.33333333334,0.30602140332035915,0.33724386118048394,0.35993529964462995,0.921077110545191,0.9010799830833479,0.8927381363528623,0.862064436230149,0.8531789448091418,0.8343010608212728,0.8620644362301487,0.8531789448091418,0.8343010608212728,21.250243659000006,0.08073147599997547,0.0528116559999626,0.0513284980000534
openml__adult-census__3953,CatBoost,1759.0,0.27239558064999236,0.2860029728492913,0.2887113557240367,0.9331498524887429,0.923822406187394,0.9221980036629498,0.878778140006978,0.8723382473382474,0.869894917945271,0.878778140006978,0.8723382473382474,0.8698949179452712,2.8200201313333366,0.23061271700001382,0.036269748666645264,0.036191446666644304
openml__adult-census__3953,DANet,15693.0,0.31931507621248234,0.3222148150983464,0.3265294268361029,0.9071306929623969,0.9042512534949254,0.9027195491405909,0.8506769849875632,0.8516584766584767,0.8503427821435191,0.8506769849875632,0.8516584766584767,0.8503427821435191,507.8217271716667,1.0079802009998577,0.14021956433316518,0.1398053376666818
openml__adult-census__3953,DecisionTree,27518.0,0.2948945311951325,0.3825603591103686,0.42020068647147296,0.9152661739652479,0.9029835690344098,0.8963425520077655,0.8625393231772076,0.856981981981982,0.851673878500713,0.8625393231772076,0.856981981981982,0.851673878500713,0.2150082773333394,0.029690643666673535,0.0067418456666672,0.0068036493333328
openml__adult-census__3953,KNN,50526.333333333336,0.45697801413851585,0.5700890307626661,0.5692430442380129,0.7458978297329434,0.6547261299341743,0.6527245560389452,0.8024722970198325,0.8021089271089271,0.8012080764997559,0.8024722970198325,0.8021089271089271,0.8012080764997559,0.1379704216667126,6.113093342999946,0.845983399999985,0.8588650590000005
openml__adult-census__3953,LightGBM,65144.0,0.24911083244491072,0.27991709762982153,0.28233276990149464,0.945915613912533,0.9270061938610396,0.9257491960567129,0.8877613739646592,0.8738738738738738,0.8738871068852646,0.8877613739646592,0.8738738738738738,0.8738871068852646,1.0303319323333333,0.15820985133333296,0.0187318409999998,0.020841385333333403
openml__adult-census__3953,LinearModel,79962.0,0.47249055927787653,0.46994861811019084,0.47165010609295616,0.7475961247519513,0.7512256318384959,0.7463587701998945,0.7894070273054351,0.7916666666666666,0.7917905414835106,0.789407027305435,0.7916666666666666,0.7917905414835106,0.08085159600000014,0.0548289106666667,0.017845460666666434,0.007888309666666532
openml__adult-census__3953,MLP,95016.33333333333,0.48308994444415543,0.47942261760406635,0.4801600915633169,0.6539130590072487,0.6631234107720758,0.6588476633077942,0.8095232141842615,0.8125511875511876,0.8116492996750903,0.8095232141842615,0.8125511875511876,0.8116492996750903,92.60668156000004,0.2040089836664265,0.0713260160003604,0.06993405666677664
openml__adult-census__3953,NODE,114622.0,0.31002049195481757,0.3153377810239877,0.31846270345004085,0.9162173378534687,0.911001946288224,0.9096910193771611,0.8596985594998955,0.8564701064701065,0.8547448486809862,0.8596985594998955,0.8564701064701065,0.8547448486809862,356.7351921376667,1.986633607666685,0.25281012966661365,0.252111075333346
openml__adult-census__3953,RandomForest,122410.66666666667,0.27108253650120645,0.30320688122691325,0.30518963840881513,0.9397792913530655,0.9155151643990931,0.9145398349727003,0.8743378287278726,0.8621007371007371,0.8608866004475462,0.8743378287278726,0.8621007371007371,0.8608866004475462,2.6717536763333265,0.523925367666673,0.15694254900000476,0.129454700000006
openml__adult-census__3953,SAINT,136411.33333333334,0.3326798611631803,0.3392616798503752,0.34082227586557695,0.898502617991951,0.8937227904916011,0.8936539397234994,0.8439459659462107,0.8432637182637182,0.8444057491493783,0.8439459659462107,0.8432637182637182,0.8444057491493783,352.7071228466675,1.8406177483332915,0.28534990266598464,0.285679410998758
openml__adult-census__3953,STG,142372.0,0.5035465270510631,0.5023779149467001,0.5030995094126817,0.6672572163487476,0.66915207122493,0.6703390895618343,0.7858112221937369,0.7846027846027845,0.7852383463375174,0.7858112221937369,0.7846027846027845,0.7852383463375174,379.2743301816651,0.13655437200092513,0.014366316001542133,0.014223287335577567
openml__adult-census__3953,SVM,155157.33333333334,0.5012540291350541,0.4997539089011602,0.5005425862600056,0.6435243412137548,0.6485386326860841,0.6526180890079116,0.7969057977155697,0.7991400491400492,0.7976251993752762,0.7969057977155695,0.7991400491400492,0.7976251993752762,442.226830587,73.07425222466661,8.777444468999951,8.791488766666589
openml__adult-census__3953,TabNet,166496.0,0.31017939601766664,0.3157039817871734,0.31955847028090517,0.9139503791987283,0.909995349272395,0.9072888147371888,0.8569855775296723,0.8584152334152334,0.8516745700119971,0.8569855775296723,0.8584152334152334,0.8516745700119971,487.30764581000057,3.042491233332271,0.40598725333317515,0.3884659509996027
openml__adult-census__3953,VIME,194425.33333333334,0.513857093819144,0.5116426455555675,0.5135934454406353,0.6126255139681134,0.6141679669440592,0.6115804350902647,0.7846210772402756,0.7876740376740377,0.785648915446275,0.7846210772402756,0.7876740376740377,0.785648915446275,152.1804142476661,0.22725752666762367,0.07196222833348047,0.07409535533345961
openml__adult-census__3953,XGBoost,207780.33333333334,0.25224197615773863,0.2807314396077903,0.28415137099014354,0.94341386838575,0.9261787289754088,0.924218608241588,0.8860465399086124,0.8746928746928747,0.8705092314241839,0.8860465399086124,0.8746928746928747,0.8705092314241839,0.3229221743333352,0.07800686266667163,0.013159255666663134,0.012630456333331368
openml__adult-census__3953,rtdl_FTTransformer,222624.33333333334,0.3137352051194197,0.3147736945164674,0.31934060792023994,0.9116517438084727,0.9108826681967285,0.9085195315835813,0.8550533712704045,0.8546273546273545,0.8511622544474863,0.8550533712704045,0.8546273546273545,0.8511622544474863,229.79685339166613,0.6892711710000489,0.12736542233354461,0.12635774033333286
openml__adult-census__3953,rtdl_MLP,235411.66666666666,0.335337039424898,0.3374831227836033,0.33754459658325336,0.8992127858863616,0.8985548861534904,0.8969879726904675,0.8490773695915927,0.8531941031941033,0.8478864083331384,0.8490773695915927,0.8531941031941033,0.8478864083331384,100.42184375100032,0.2686532123331441,0.08445548599987278,0.08350108766717307
openml__adult-census__3953,rtdl_ResNet,250344.33333333334,0.3189728985336555,0.3200324195379,0.32266912084004157,0.908597962718153,0.9072338077625872,0.9053826586044824,0.8521741569957193,0.8568796068796068,0.8510598479127801,0.8521741569957193,0.8568796068796068,0.8510598479127801,127.33771907766702,0.35026924900133355,0.09470293000049419,0.09621360833383123
openml__adult__7592,CatBoost,1847.3333333333333,0.276849449947301,0.28606576956206725,0.2843011668241742,0.9294615015643206,0.9232181913562761,0.9244960195296267,0.8752676624229996,0.8727903114801784,0.8730037518676208,0.8752676624229996,0.8727903114801784,0.8730037518676208,2.156509311999988,0.32402391499996,0.0496724236666826,0.04916866933335003
openml__adult__7592,DecisionTree,27606.666666666668,0.29569363423582185,0.38557425585439087,0.38928255341078927,0.9136592897677497,0.900320255219456,0.900414751714092,0.8629573904183938,0.8575034697859673,0.8573767775405442,0.8629573904183938,0.8575034697859673,0.8573767775405442,0.4038540839999977,0.05239565033333323,0.015987363666662667,0.015666217333342464
openml__adult__7592,KNN,50615.333333333336,0.4570369377313041,0.520338790510374,0.5363386177131465,0.7403520094789947,0.652831821243309,0.6509763939485408,0.8050315995586383,0.8024291156328004,0.7995085017091158,0.8050315995586383,0.8024291156328004,0.7995085017091158,0.18957784466666297,7.682068448333287,1.0444245076666145,1.3511189653333606
openml__adult__7592,LightGBM,65239.333333333336,0.25522007308108724,0.2839460546954821,0.2846803556360356,0.9423096163413481,0.9249853368319342,0.9244065098660172,0.8853513508402694,0.8721761446940567,0.8731402240614113,0.8853513508402694,0.8721761446940567,0.8731402240614113,2.226018263666669,0.4845355789999932,0.06264959466666174,0.06363625400000213
openml__adult__7592,LinearModel,80052.0,0.48489758429311686,0.4859711106782944,0.4842359217492176,0.6784831603107934,0.6746870068505575,0.6781405680525728,0.7941801153395923,0.7932162505857491,0.7952774445609655,0.7941801153395923,0.7932162505857491,0.7952774445609655,0.20954478733333318,0.07901010200000007,0.017693567333333233,0.017994127666666533
openml__adult__7592,MLP,95112.33333333333,0.43656930482686657,0.43656112926637175,0.43710314893283786,0.7582172856095122,0.7560606173879671,0.756625835642736,0.8092288929486687,0.8117106638601009,0.8067416816649161,0.8092288929486687,0.8117106638601009,0.8067416816649161,122.60209393699976,0.27501273799922876,0.07960960400184065,0.08279189766653866
openml__adult__7592,NODE,114625.0,0.31093803498706746,0.31598669618130876,0.31574074841701194,0.9147371086389476,0.9110486267957935,0.9114111386619369,0.858589421204169,0.8577765259443867,0.8592876816520624,0.858589421204169,0.8577765259443867,0.8592876816520624,372.9034074566666,2.9993233433333444,0.38729035933340583,0.38721871666668517
openml__adult__7592,RandomForest,122500.0,0.2770675449667373,0.3046914227160123,0.3044390019073578,0.934354035949374,0.9144902529511533,0.9149414168391282,0.8712835926368633,0.8629630281626187,0.8616078905741137,0.8712835926368633,0.8629630281626187,0.8616078905741137,2.119175377999992,0.40990954133332974,0.08587758666667134,0.1009904180000115
openml__adult__7592,SAINT,136428.66666666666,0.330788885675854,0.3436018931807356,0.3473619897359977,0.8990115485105812,0.889976520591114,0.887923638300656,0.8451957444314777,0.8422168376620783,0.8418179135681694,0.8451957444314777,0.8422168376620781,0.8418179135681694,303.27260816000006,1.7234037436671013,0.26480794566668914,0.26552854199993203
openml__adult__7592,STG,142392.0,0.5770125338311426,0.5757348849970855,0.580499025365753,0.5431490978358197,0.5419316067277098,0.5374030738586654,0.7676398872953228,0.767966072520832,0.7643651514173521,0.7676398872953228,0.767966072520832,0.7643651514173521,504.2791484283332,0.16493428166684979,0.019926198000424167,0.04587101366746534
openml__adult__7592,SVM,155179.0,0.4986916116163315,0.49865166479483386,0.4999060791713565,0.6440778343922874,0.6387642640901896,0.6343565740612581,0.7980532167588344,0.7975157254584072,0.7972565568266695,0.7980532167588347,0.7975157254584072,0.7972565568266693,961.5116549283335,163.0559481003338,20.230795650000648,19.609027300667098
openml__adult__7592,TabNet,166520.33333333334,0.3012213220213152,0.31245634927366644,0.31172309016994976,0.9180671606952483,0.9101901534246846,0.9118225569682427,0.8596131477739147,0.8577764840303224,0.8588099032316023,0.8596131477739147,0.8577764840303224,0.8588099032316023,508.29264317900135,3.9740695176684917,0.5029800076663378,0.5038178573328574
openml__adult__7592,VIME,194489.0,0.5149895665067153,0.5161727208881365,0.5160890116799369,0.6332800850450669,0.6366074789696788,0.6296107577183311,0.7855039754142452,0.7847541502608033,0.7847692113812892,0.7855039754142452,0.7847541502608033,0.7847692113812892,128.80950926699975,0.304766643998543,0.08561693933127869,0.08348542866830631
openml__adult__7592,XGBoost,207872.33333333334,0.24613705924566256,0.27822630489683703,0.2747688442258675,0.9456240877893864,0.9268377995157208,0.9289711265946451,0.8885078619134759,0.8749058959396728,0.8754605447543011,0.8885078619134759,0.8749058959396728,0.8754605447543011,0.37504054666666775,0.1209878363333416,0.0188525006666585,0.019942253666660734
openml__adult__7592,rtdl_FTTransformer,222670.33333333334,0.31530924256224013,0.31777311273891695,0.3244023412044213,0.9080588505614079,0.9066363647796831,0.9024557446830223,0.8536669828473299,0.8520440650942186,0.8519179317029879,0.8536669828473299,0.8520440650942186,0.851917931702988,432.88402614166625,1.020468321999336,0.18431523900047364,0.1829949706680054
openml__adult__7592,rtdl_MLP,235501.33333333334,0.322503187390244,0.32523882062619225,0.32808870896016235,0.9036178545891677,0.9012425997612649,0.8998499479746856,0.851158947640143,0.8536135232655191,0.8522587768749489,0.851158947640143,0.8536135232655191,0.8522587768749489,139.530373551,0.3422016403334662,0.09565438699913399,0.09415346333238024
openml__adult__7592,rtdl_ResNet,250433.0,0.3158295675526832,0.31936163649166416,0.32213899846806854,0.9082805030636442,0.9054831650402669,0.9044290182124718,0.8523362165581139,0.8555927612734164,0.8510304153599958,0.852336216558114,0.8555927612734164,0.8510304153599958,127.33119541399962,0.4325492686666621,0.1046930016673286,0.10393008933321346
openml__airlines__189354,CatBoost,1948.0,0.5996682934076483,0.6101177162976144,0.610320671204175,0.7320387111795492,0.7162795844811122,0.7157296176422339,0.6746575551166867,0.6640505246269393,0.6643183349091876,0.6746575551166867,0.6640505246269393,0.6643183349091876,7.030226450333278,2.114440868000012,0.1309127890000354,0.13078806466660345
openml__airlines__189354,DecisionTree,27705.333333333332,0.608603927417386,0.6736849701454335,0.6745232263746814,0.7153611899867798,0.6968004448548175,0.6961420536862302,0.6612177829794557,0.6502385464872836,0.649406428249195,0.6612177829794557,0.6502385464872836,0.649406428249195,4.727621812333325,0.36034332499999283,0.1601124203332915,0.09891665966671324
openml__airlines__189354,KNN,50709.333333333336,0.539160916567163,0.9385848360338942,0.9600537182118685,0.7898475524103544,0.6959170791364224,0.6924218626752995,0.7173345120695683,0.6531369062073331,0.6507845282016104,0.7173345120695686,0.6531369062073331,0.6507845282016104,3.124489732665055,21.328019569668356,6.362748035664737,2.779797166998224
openml__airlines__189354,LightGBM,65330.333333333336,0.5570861435485157,0.6033791318882159,0.6035323591309875,0.7927797364405755,0.7257181722147719,0.7256458924814603,0.7215368565107542,0.6725663738714776,0.6711532162875348,0.7215368565107542,0.6725663738714776,0.6711532162875348,65.68999491699998,13.739881586333269,2.0042234426667087,1.8996029146667202
openml__airlines__189354,LinearModel,80142.0,0.6803863931597386,0.6801616790123911,0.6795451279765935,0.5696955591066336,0.5703104906197124,0.5727618191258111,0.5677311058915752,0.5660812296323758,0.5675176279377321,0.5677311058915752,0.5660812296323758,0.5675176279377321,0.7937103516666667,0.505827755,0.21502880733333285,0.16136078999999948
openml__airlines__189354,MLP,95169.33333333333,0.6400581815572913,0.6409898323537854,0.6408567581694214,0.6677310323509711,0.6658422095983828,0.6658256314451508,0.6293464115721451,0.6282197056554768,0.6281725653052522,0.6293464115721451,0.6282197056554768,0.6281725653052522,532.7132283139994,2.4273776053341862,0.3597606509993056,0.35783521533327683
openml__airlines__189354,NODE,114628.0,0.6341837369729392,0.6341218827001939,0.6341400230577766,0.6815065614263615,0.6818462144774667,0.6818578541950325,0.6424455169092553,0.6425322486758369,0.6420153630335502,0.6424455169092553,0.6425322486758369,0.6420153630335502,424.05862289399994,34.00946739299999,4.2514239086666334,4.246008484666693
openml__airlines__189354,RandomForest,122586.66666666667,0.6085368984089453,0.6180113530975606,0.617928119268441,0.7251820767172105,0.707799374351775,0.7079630903666111,0.6668136971783122,0.6574936966708255,0.6571744625101195,0.6668136971783122,0.6574936966708255,0.6571744625101195,45.69812483133304,6.318246795999737,1.0039223370003658,0.9207035199996957
openml__airlines__189354,XGBoost,207973.66666666666,0.563345790096857,0.6029543988124111,0.6037346673402747,0.7790658011407512,0.725826631278285,0.7250051228455326,0.7086061503042297,0.672621982401958,0.6726240135461664,0.7086061503042297,0.672621982401958,0.6726240135461664,3.293013485666696,2.8135425536665934,0.36400145466654976,0.36650654933331833
openml__airlines__189354,rtdl_FTTransformer,222694.33333333334,0.640502471412427,0.6404630303481436,0.6397465105174581,0.6668274539731298,0.6676063681738338,0.6681497182271235,0.6319589737297825,0.6316186004673378,0.6334439521187515,0.6319589737297825,0.6316186004673378,0.6334439521187515,689.0211213893335,9.172477524333166,1.9584211436667829,1.9209949350003324
openml__airlines__189354,rtdl_MLP,235557.0,0.6198344351247694,0.6208332571622162,0.6208371125353064,0.7028801397927715,0.7015412529097377,0.7014197830522294,0.6540761187862539,0.6531183519662159,0.653596346490171,0.6540761187862539,0.6531183519662159,0.653596346490171,519.0699110563334,3.0788795216661433,0.447278088332799,0.4481122330001502
openml__airlines__189354,rtdl_ResNet,250480.66666666666,0.6160575458713896,0.6173136063997865,0.6172663083510147,0.7068680704608457,0.7051580278617479,0.7049958998590852,0.6565110049450843,0.6564431101290471,0.6556047881248571,0.6565110049450843,0.6564431101290471,0.6556047881248571,568.636063537333,4.590283088666335,0.6366203203333498,0.6354781960005008
openml__albert__189356,CatBoost,2026.0,0.5235315046953141,0.5666590359727803,0.5659562571141238,0.8213755744677765,0.7765150896117189,0.7772260535189561,0.7433576725300223,0.7054761232872417,0.7059934781927067,0.7433576725300224,0.7054761232872417,0.7059934781927067,32.93389978966661,11.856517229666983,1.2736543406663259,1.2790443573333807
openml__albert__189356,DecisionTree,27783.0,0.6156030691279982,0.6306649210779233,0.6332769826235262,0.7188375692998045,0.709050922650682,0.7084126528124979,0.6619124886338695,0.6565390524566519,0.654375568306525,0.6619124886338695,0.6565390524566519,0.654375568306525,34.115995227666644,2.9117219409998447,0.7352596543334281,0.4703658200000973
openml__albert__189356,LinearModel,80232.0,0.679345483614686,0.6799719105942925,0.6795868717272416,0.5941125715452124,0.5922030383535734,0.5922057436709958,0.5631839275076035,0.5606716207318221,0.5608754272097326,0.5631839275076035,0.5606716207318221,0.5608754272097326,4.705023966000002,3.7407696093333285,2.2057477763333324,0.533837691666669
openml__albert__189356,MLP,95187.33333333333,0.6298013963775065,0.6318799808933747,0.6324736035025895,0.7011727726709948,0.6981517897375803,0.6973648450476321,0.649460696704606,0.6485357288433199,0.6471717931834572,0.649460696704606,0.6485357288433199,0.6471717931834572,542.5197325729996,4.186895166001098,0.5429077006665466,0.5360909696664748
openml__albert__189356,NODE,114631.0,0.6265958609848754,0.6268384428953861,0.6269533702190181,0.7057423135212977,0.705612725964163,0.7053228252846905,0.6518554228200545,0.6520082776784875,0.6519455679929765,0.6518554228200545,0.6520082776784875,0.6519455679929765,575.1351825359999,9.720776637000046,1.171449379666721,1.1695272383333304
openml__albert__189356,RandomForest,122674.0,0.5935636705451833,0.6140178882054838,0.6142999247636443,0.7581329312861498,0.7263385446816227,0.72568771049106,0.6867631611952466,0.6659690214153576,0.6652008277678488,0.6867631611952466,0.6659690214153576,0.6652008277678488,174.97535341966736,11.70663320499989,1.8148010523333749,1.9538098266663535
openml__albert__189356,XGBoost,208049.33333333334,0.5128860428714094,0.5836585130504387,0.5838298930052783,0.834192869998907,0.758382173492748,0.757915106965272,0.7522849841658044,0.6907471859028628,0.6897830244881322,0.7522849841658044,0.6907471859028628,0.6897830244881322,5.014807937333065,3.4685217993332267,0.4340638096668196,0.4437002569998185
openml__albert__189356,rtdl_MLP,235580.66666666666,0.5559350655166305,0.6011787025995637,0.5996426260279349,0.7907457346381334,0.7443006169453893,0.7458334753090406,0.7209066252782742,0.6832220236415515,0.6829790236101966,0.7209066252782742,0.6832220236415515,0.6829790236101966,396.78720046633345,5.041483677666292,0.607650416999301,0.6082910856666786
openml__albert__189356,rtdl_ResNet,250499.66666666666,0.5246617280373556,0.5871980716701245,0.5860095378428873,0.8243443504006479,0.7597709897409025,0.7605180857467088,0.7533383109146207,0.6927852506819678,0.6937494120966984,0.7533383109146209,0.6927852506819678,0.6937494120966984,464.30866002366673,5.3293410746669,0.690584520333914,0.6992647690002135
openml__analcatdata_authorship__3549,CatBoost,2102.0,0.0473553868800689,0.0741191950419895,0.09115504384621376,0.9999920937244383,0.9989174836601308,0.9980902777777777,0.9990086735536217,0.9880952380952381,0.9802521008403362,0.9990040881557553,0.9879579646730575,0.9800532125075737,1.5547496883333334,0.009354419666672133,0.0039514586666585,0.0032262083333224
openml__analcatdata_authorship__3549,DANet,15732.0,0.013471032486149268,0.016034889162664132,0.0382259181060512,0.9999992101180716,1.0,0.9995954747639796,0.996530725960518,1.0,0.9882352941176471,0.9965284905444722,1.0,0.9881890855320918,20.324637864,0.041642495666668035,0.031221982333334997,0.030952307333333037
openml__analcatdata_authorship__3549,DecisionTree,27871.333333333332,0.009060432455448983,1.2745401707896216,1.6549271244167258,0.9995640591060644,0.9681951252723312,0.953550517429194,0.9980188211986132,0.9563492063492064,0.9486928104575164,0.9980150852097639,0.9561224822890356,0.9480529882938545,0.03061550633333347,0.0013346556666675334,0.00028316966666543336,0.0002559743333332
openml__analcatdata_authorship__3549,KNN,50790.0,0.024621825745462598,0.0202120394339163,0.028527688428456866,0.9998688191594066,1.0,0.9999165985838779,0.9920715995660275,0.996031746031746,0.996078431372549,0.9920708655503891,0.9960286417913536,0.9960753636526318,0.0055433819999999336,0.13880318566666675,0.019960366333333163,0.030167635333333498
openml__analcatdata_authorship__3549,LightGBM,65411.666666666664,0.0036751071043534,0.020841119774692968,0.031234606705532266,1.0,1.0,1.0,1.0,1.0,0.9921568627450981,1.0,1.0,0.9921078245621856,1.1639113876666671,0.0278418650000033,0.003508351666662033,0.0036413899999979
openml__analcatdata_authorship__3549,LinearModel,80322.0,0.0002462101664049,0.014709302950630965,0.0294266156799874,1.0,0.9999489379084968,0.9998366013071895,1.0,0.9920634920634921,0.988188608776844,1.0,0.992004292004292,0.9881099705643317,0.02517061933333317,0.001074131,0.00047582233333346666,0.00045573999999983336
openml__analcatdata_authorship__3549,MLP,95229.33333333333,0.0012220107238115334,0.005283368541195933,0.025716295938145433,1.0,1.0,0.9998621323529412,1.0,1.0,0.996078431372549,1.0,1.0,0.9960753636526318,11.08637804700003,0.04752795300000534,0.0461317093333235,0.04601911000000783
openml__analcatdata_authorship__3549,NODE,114648.66666666667,0.30234005555981064,0.30986120823829894,0.31989853519921985,0.9999981390917277,0.9983660130718954,0.9989362064270152,0.9990086735536217,0.996031746031746,0.9882352941176471,0.9990086693403684,0.9960021460021459,0.9881737274306933,51.63501733999984,0.16277758033292142,0.0425089276657336,0.0423392666667723
openml__analcatdata_authorship__3549,RandomForest,122756.0,0.1250179148798175,0.20233158265041243,0.2007061052083515,1.0,0.9999489379084968,0.9999455337690631,1.0,1.0,0.9882352941176471,1.0,1.0,0.9880966723157392,0.33767023933333445,0.06308276066666776,0.04350830999999877,0.04916542599999793
openml__analcatdata_authorship__3549,SAINT,136475.66666666666,0.00017618417441712594,0.008940878026597565,0.07990188539119168,1.0,1.0,0.9991200299564271,1.0,1.0,0.9763305322128852,1.0,1.0,0.9759185657807721,105.32747760299996,0.12220176633349422,0.07560562766680333,0.07661198766671377
openml__analcatdata_authorship__3549,STG,142434.33333333334,0.0176000853732499,0.0323081812516431,0.06011031552957696,0.9999905113759867,0.99989447167756,0.9995863970588236,0.9970274947522347,0.996031746031746,0.9842670401493931,0.997030212572088,0.9960021460021459,0.9841027004184899,10.203825770666695,0.004594891333306066,0.0011435406666452,0.0011131249999760666
openml__analcatdata_authorship__3549,SVM,155217.33333333334,0.022823678007485467,0.031173512678908066,0.0416072994282493,0.9999757723242366,1.0,0.9999455337690631,0.996530725960518,1.0,0.996078431372549,0.996530298475351,1.0,0.9960753636526318,0.15629334666666728,0.04608790800000013,0.007377243666666333,0.0058989193333331335
openml__analcatdata_authorship__3549,TabNet,166557.0,0.006451929795064132,0.0015168134192700001,0.05418048764935607,0.9999869219501988,1.0,0.9995353349673203,0.9980188211986132,1.0,0.9802054154995332,0.9980169065080933,1.0,0.9801747493913618,23.389136964666665,0.07690570933333517,0.013233232999998734,0.013219446666667467
openml__analcatdata_authorship__3549,TabPFNModel,177951.0,0.0007437265876170667,0.0035091809628541998,0.015667175378660733,1.0,1.0,1.0,1.0,1.0,0.996078431372549,1.0,1.0,0.9960753636526318,0.00048266433333246666,1.6434343306666677,1.0202438556666664,1.0245163170000005
openml__analcatdata_authorship__3549,VIME,194556.66666666666,0.02175883636179317,0.028037867452566232,0.05512743586258017,0.9999931889418457,1.0,0.9998366013071895,0.9985133788532748,1.0,0.9803921568627451,0.9985129726722938,1.0,0.9805440082988809,13.330585739666624,0.04339291933333197,0.0406774949999911,0.0406383553333711
openml__analcatdata_authorship__3549,XGBoost,208134.0,0.0036314907497669666,0.0365359845935826,0.04490553639974617,1.0,0.9998689406318082,0.9992885348583878,1.0,0.996031746031746,0.9802054154995332,1.0,0.9960569412950365,0.9800835561486707,0.812168198333337,0.0065058010000035,0.0038181459999974336,0.0023640393333297332
openml__analcatdata_authorship__3549,rtdl_FTTransformer,222729.66666666666,0.003651729773702133,0.0043163579696463665,0.037215936203923,0.999999534772932,1.0,0.9981481481481481,0.9995047052996533,1.0,0.996078431372549,0.9995050671340119,1.0,0.9960753636526318,19.07830000800003,0.09936267533331027,0.05183673300003963,0.05253581799998836
openml__analcatdata_authorship__3549,rtdl_MLP,235626.33333333334,0.0013614795637434916,0.00033506192792003334,0.06100996969803224,0.9999973843900398,1.0,0.9996987336601307,0.9995047052996533,1.0,0.9921568627450981,0.9995024463124934,1.0,0.9921078245621856,4.857121330999999,0.04837328033332903,0.0451553393333394,0.04571419266667393
openml__analcatdata_authorship__3549,rtdl_ResNet,250542.0,0.0007521892803062667,0.0015062917027830333,0.020369370804712964,1.0,1.0,0.9998621323529412,1.0,1.0,0.9921101774042951,1.0,1.0,0.9920775096547779,8.276821351999999,0.05150894833333194,0.0463063939999995,0.04682775799999913
openml__analcatdata_boxing1__3540,CatBoost,2201.6666666666665,0.2758691893156676,0.36306501665287616,0.441823963684622,0.9554657858025671,0.9383928571428571,0.8395833333333332,0.8819444444444445,0.9166666666666666,0.7777777777777778,0.8819444444444445,0.9166666666666666,0.7777777777777778,0.39593475766666697,0.0007882466666657333,0.0006109453333339,0.0006039889999981666
openml__analcatdata_boxing1__3540,DANet,15836.333333333334,0.6387060079206195,0.6212145504024293,0.6323610875341628,0.6401109776492124,0.6955357142857143,0.7261904761904763,0.6458333333333334,0.8055555555555555,0.638888888888889,0.6458333333333334,0.8055555555555555,0.638888888888889,7.509369880333338,0.0359966333333735,0.03355773166667097,0.0334660466666984
openml__analcatdata_boxing1__3540,DecisionTree,27954.666666666668,0.1475214232557491,4.964681686120187,3.1125271139647293,0.9768861740128195,0.7610119047619047,0.8270833333333334,0.9236111111111112,0.8055555555555557,0.8055555555555555,0.9236111111111112,0.8055555555555557,0.8055555555555555,0.00041735933333323337,0.00015912699999996667,0.0001080209999999476,9.123100000000643e-05
openml__analcatdata_boxing1__3540,KNN,50887.333333333336,0.5909186025702117,1.5731100736771222,0.7340916376129897,0.6173490205868719,0.4126488095238095,0.3830357142857143,0.7152777777777778,0.6944444444444445,0.5277777777777778,0.7152777777777778,0.6944444444444445,0.5277777777777778,0.00041073233333336674,0.003591168666666467,0.002942807666666533,0.0031540473333330665
openml__analcatdata_boxing1__3540,LightGBM,65493.666666666664,0.8271681727922245,0.6558930156886308,0.644931204785914,0.6008577062300972,0.6595238095238095,0.7053571428571429,0.6458333333333334,0.7222222222222222,0.7222222222222222,0.6458333333333334,0.7222222222222222,0.7222222222222222,0.007255381333333834,0.000254448,0.0014845403333331667,0.0001244209999997
openml__analcatdata_boxing1__3540,LinearModel,80412.0,0.6199351714735326,0.6023653727407107,0.6131400012992221,0.6233778915801889,0.7648809523809524,0.7366071428571429,0.6631944444444445,0.6388888888888888,0.638888888888889,0.6631944444444445,0.6388888888888888,0.638888888888889,0.011620849333333199,0.0004553893333333334,0.00022494299999989997,0.00016829699999996667
openml__analcatdata_boxing1__3540,MLP,95331.33333333333,0.5721522502782238,0.58974020400395,0.635312158614397,0.6943055034369495,0.7023809523809524,0.6479166666666667,0.71875,0.7777777777777778,0.7222222222222222,0.71875,0.7777777777777778,0.7222222222222222,3.749128342000006,0.043675433666616435,0.043422086000002,0.042497492333287264
openml__analcatdata_boxing1__3540,NODE,114701.66666666667,0.5451394074286023,0.6837356984615326,0.645173562069734,0.8206350384677737,0.43273809523809526,0.5806547619047618,0.7777777777777778,0.6666666666666666,0.6388888888888888,0.7777777777777778,0.6666666666666666,0.6388888888888888,14.056501165666669,0.03776246233327637,0.0312771890000173,0.03096403533331697
openml__analcatdata_boxing1__3540,RandomForest,122844.66666666667,0.30980584742179,1.4724604483547201,0.5933054455787832,0.9509760683507275,0.6599702380952381,0.75,0.9131944444444443,0.8055555555555555,0.6666666666666666,0.9131944444444443,0.8055555555555555,0.6666666666666666,0.04069113266666704,0.009072168333332733,0.0071535240000007,0.007435684333331634
openml__analcatdata_boxing1__3540,SAINT,136550.66666666666,0.0929302148546816,0.3430038875020626,0.40943040235692424,0.9965211891208096,0.8645833333333334,0.887202380952381,0.9861111111111112,0.9166666666666666,0.8611111111111112,0.9861111111111112,0.9166666666666666,0.8611111111111112,20.500698444333164,0.0870690069999303,0.08182500566666319,0.084311588999905
openml__analcatdata_boxing1__3540,STG,142541.0,0.4965980328205559,0.5053828389694294,0.5321789915776916,0.7973925164840971,0.8160714285714286,0.7919642857142857,0.7708333333333334,0.8055555555555557,0.75,0.7708333333333334,0.8055555555555557,0.75,2.481600380333314,0.0014328723333581,0.0008337110000316,0.0008173459999719666
openml__analcatdata_boxing1__3540,SVM,155315.33333333334,0.6675485078297374,0.641830123659596,0.7147592997931586,0.34330645987843517,0.581845238095238,0.42886904761904754,0.6493055555555556,0.6666666666666666,0.5833333333333334,0.6493055555555556,0.6666666666666666,0.5833333333333334,0.0030276609999974,0.0006390796666666333,0.00017658299999983334,0.00018059799999773336
openml__analcatdata_boxing1__3540,TabNet,166654.0,5.337075652093076,1.2789003451322294,5.892740994563181,0.7044516068131154,0.9107142857142857,0.6104166666666667,0.6805555555555555,0.9166666666666666,0.638888888888889,0.6805555555555555,0.9166666666666666,0.638888888888889,1.8224764513333298,0.012548255000012833,0.011241260999990232,0.010787072333338634
openml__analcatdata_boxing1__3540,TabPFNModel,178041.0,0.5721357726595467,0.6499191398421923,0.633051530768474,0.8291410439335261,0.6348214285714285,0.7443452380952381,0.6805555555555555,0.6666666666666666,0.6111111111111112,0.6805555555555555,0.6666666666666666,0.6111111111111112,0.0004836909999999667,0.2832242146666654,0.045203292666666735,0.052163592333333335
openml__analcatdata_boxing1__3540,VIME,194650.66666666666,0.6888081062999037,0.6881216814120611,0.6898966994550494,0.5149440474766737,0.5610119047619048,0.38630952380952377,0.6215277777777778,0.6944444444444443,0.5555555555555556,0.6215277777777778,0.6944444444444443,0.5555555555555556,1.3068359809999872,0.039099067333334334,0.03914452233332587,0.0398779570000063
openml__analcatdata_boxing1__3540,XGBoost,208226.33333333334,0.2088439881481463,0.5156435121057762,0.4743204841700693,0.9936013230307227,0.8230654761904761,0.8447916666666666,0.9548611111111112,0.8333333333333334,0.7777777777777778,0.9548611111111112,0.8333333333333334,0.7777777777777778,0.21286107133333362,0.0048622219999998,0.0003955813333332667,0.0003701640000001
openml__analcatdata_boxing1__3540,rtdl_FTTransformer,222819.33333333334,0.23499252522823452,0.2976497250945411,0.7616427057752541,0.9765655257432614,0.8229166666666666,0.8604166666666666,0.8993055555555557,0.9166666666666666,0.75,0.8993055555555557,0.9166666666666666,0.75,4.515880430333346,0.05141816333332603,0.0503127556666835,0.05017618699999513
openml__analcatdata_boxing1__3540,rtdl_MLP,235721.33333333334,0.18208834270627125,0.2807933863582552,1.3251352839056223,0.9807275793993062,0.90625,0.8717261904761906,0.9305555555555557,0.9444444444444443,0.8333333333333334,0.9305555555555557,0.9444444444444443,0.8333333333333334,3.893210047999995,0.046346001000008095,0.046919382999983904,0.0469488090000555
openml__analcatdata_boxing1__3540,rtdl_ResNet,250644.66666666666,0.08117559436252793,0.15173161551744996,0.5711385268856064,1.0,0.9895833333333334,0.7163690476190476,0.9965277777777778,0.9722222222222222,0.7222222222222222,0.9965277777777778,0.9722222222222222,0.7222222222222222,4.610531287999964,0.04573955933334276,0.04621173233336447,0.045076115000038365
openml__analcatdata_chlamydia__3739,CatBoost,2281.6666666666665,0.09618688332425844,0.11102592077261637,0.20322102856418933,0.9945789930555556,1.0,0.9421296296296297,0.9791666666666666,1.0,0.9333333333333332,0.9791666666666666,1.0,0.9333333333333332,0.7519118813333338,0.0008338186666675667,0.0006001373333358334,0.0005956789999966
openml__analcatdata_chlamydia__3739,DANet,15920.0,0.23610439648433848,0.24077830132011205,0.2621602027484506,0.9784141292735044,0.9583333333333334,0.9583333333333334,0.8958333333333334,0.9666666666666667,0.8333333333333334,0.8958333333333334,0.9666666666666667,0.8333333333333334,11.392260229666661,0.0357608993333234,0.033195966666678296,0.03302961566667873
openml__analcatdata_chlamydia__3739,DecisionTree,28047.666666666668,0.0545009076428738,1.1930513121135358,3.521728383082569,0.9951654313568378,0.9791666666666666,0.8761574074074074,0.975,0.9333333333333332,0.8666666666666667,0.975,0.9333333333333332,0.8666666666666667,0.0003787560000000333,0.000143039,9.83003333333613e-05,8.923433333326199e-05
openml__analcatdata_chlamydia__3739,KNN,50983.333333333336,0.16182290967740734,0.23826680993997673,0.22610441956854635,0.9794634748931624,0.96875,0.96875,0.9416666666666668,0.9333333333333332,0.9,0.9416666666666668,0.9333333333333332,0.9,0.000431258666667,0.0038784553333332003,0.0036224963333333668,0.0032622000000001
openml__analcatdata_chlamydia__3739,LightGBM,65583.0,0.4861826595521051,0.4973374662587047,0.45422555163480355,0.6041800213675214,0.7083333333333334,0.5300925925925926,0.8083333333333332,0.8000000000000002,0.8333333333333334,0.8083333333333335,0.8000000000000002,0.8333333333333335,0.01824166933333333,0.0016337996666667667,0.0013886156666670334,0.00012459899999993333
openml__analcatdata_chlamydia__3739,LinearModel,80502.0,0.2981346226785557,0.4516996405467048,0.3621994482286124,0.9165387954059829,0.8333333333333334,0.8587962962962963,0.8666666666666667,0.7666666666666666,0.8333333333333334,0.8666666666666667,0.7666666666666666,0.8333333333333334,0.011134414666666634,0.0004585656666666333,0.00022698366666666666,0.00019960433333316666
openml__analcatdata_chlamydia__3739,MLP,95420.0,0.26831088500693734,0.2878474881234079,0.40907281757516784,0.928502938034188,0.9583333333333334,0.8958333333333334,0.875,0.9333333333333332,0.8666666666666667,0.875,0.9333333333333332,0.8666666666666668,5.167812543666685,0.04519443466669293,0.045262091666643266,0.04532070433333496
openml__analcatdata_chlamydia__3739,NODE,114790.33333333333,0.3510977064569791,0.386267676949501,0.42218161324659986,0.9976068376068375,1.0,1.0,0.9791666666666666,0.9666666666666667,0.8333333333333334,0.9791666666666666,0.9666666666666667,0.8333333333333335,4.677277214999992,0.016657772666636764,0.014874909666731365,0.0147567253332899
openml__analcatdata_chlamydia__3739,RandomForest,122936.66666666667,0.06565726990651057,0.17532605718882666,0.19839811139344346,1.0,1.0,0.9583333333333334,1.0,0.9666666666666667,0.9,1.0,0.9666666666666667,0.9,0.0472480976666669,0.009021910666666634,0.007548773999999067,0.007989088666667135
openml__analcatdata_chlamydia__3739,SAINT,136588.33333333334,0.04495034410113774,0.09930409008326628,0.12297093312566476,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,19.726780635999955,0.07073312399997887,0.06581888300004833,0.06578919200010701
openml__analcatdata_chlamydia__3739,STG,142618.66666666666,0.18284230553059988,0.2651264588503788,0.2651422428044801,0.975371594551282,0.9791666666666666,0.9791666666666666,0.9125,0.9333333333333332,0.9333333333333332,0.9125,0.9333333333333332,0.9333333333333335,2.2721557359999927,0.0013655193333381999,0.0008248773333434334,0.0007779776666817667
openml__analcatdata_chlamydia__3739,SVM,155398.0,0.16657149641793279,0.20409286139643992,0.20457158708248788,1.0,0.9583333333333334,0.9583333333333334,0.975,0.9333333333333332,0.9666666666666667,0.975,0.9333333333333332,0.9666666666666667,0.0032278283333331665,0.00029209900000000004,0.0001243686666665,0.00011585899999993334
openml__analcatdata_chlamydia__3739,TabNet,166739.0,6.391621517141661,2.920316959110399e-05,6.907755279541017,0.5941240985576922,1.0,0.6168981481481481,0.8083333333333332,1.0,0.7999999999999999,0.8083333333333335,1.0,0.8000000000000002,4.088675938333325,0.028251043666671166,0.026897196999982467,0.027027248000005433
openml__analcatdata_chlamydia__3739,TabPFNModel,178131.0,0.026195622328668764,0.2468883012673662,0.20792668379920842,1.0,0.9583333333333334,0.9583333333333334,1.0,0.8666666666666667,0.8333333333333334,1.0,0.8666666666666667,0.8333333333333335,0.0005113026666669,0.2845520193333334,0.04860907066666673,0.049318082999999235
openml__analcatdata_chlamydia__3739,VIME,194736.33333333334,0.6753432172040145,0.6760058482487996,0.6732861598332723,0.3459612045940171,0.3125,0.27314814814814814,0.8083333333333332,0.8000000000000002,0.8333333333333334,0.8083333333333335,0.8000000000000002,0.8333333333333335,1.507191090000008,0.039056012666662164,0.04037274900000947,0.0415894433333292
openml__analcatdata_chlamydia__3739,XGBoost,208308.0,0.15732126977915564,0.2491207773486773,0.29245352546374,0.9958001135149571,0.96875,0.9050925925925926,0.9666666666666667,0.9333333333333332,0.8333333333333334,0.9666666666666667,0.9333333333333332,0.8333333333333334,0.2057246206666665,0.0021863436666663336,0.0017743240000003,0.00037370499999969995
openml__analcatdata_chlamydia__3739,rtdl_FTTransformer,222909.66666666666,0.017016936376846033,0.0102803282788954,0.7449217054837693,1.0,1.0,0.9050925925925926,0.9958333333333332,1.0,0.8666666666666667,0.9958333333333332,1.0,0.8666666666666667,7.186824182666663,0.05439282366664296,0.055195548333359136,0.0531709569999847
openml__analcatdata_chlamydia__3739,rtdl_MLP,235806.33333333334,0.01830026135241117,0.047536116674780214,0.21357724398137581,1.0,1.0,0.9259259259259259,1.0,1.0,0.9,1.0,1.0,0.9,5.29389869566666,0.04435032300001274,0.04434855233333457,0.0436301456666541
openml__analcatdata_chlamydia__3739,rtdl_ResNet,250725.33333333334,0.013373727140727433,0.0611237648990936,0.2771888290415518,1.0,1.0,0.9259259259259259,1.0,1.0,0.9333333333333332,1.0,1.0,0.9333333333333335,3.6765806873333626,0.0450948290000295,0.0437319286666344,0.04480139233335356
openml__analcatdata_dmft__3560,CatBoost,2380.3333333333335,1.7049021090870184,1.754868514373819,1.7505649902026104,0.670797089090413,0.5780314518695929,0.5923700142450142,0.29565672422815276,0.2791666666666667,0.21666666666666667,0.2759618905887679,0.2597350528292577,0.1967870556096687,1.7868524453333319,0.011563821333341199,0.0015568533333330335,0.005043859000002899
openml__analcatdata_dmft__3560,DANet,16013.666666666666,1.7037082143256577,1.736425488938888,1.7628857279817263,0.6417690179688393,0.6193823997109255,0.5847423765692996,0.2700156985871271,0.3416666666666666,0.2125,0.25729318964445086,0.32808247173044797,0.19078696891673938,33.61338564499973,0.06747943733338004,0.043157792333052634,0.0426545883334862
openml__analcatdata_dmft__3560,DecisionTree,28140.0,1.3383523307042473,9.245672200358188,8.69685836799932,0.7767663666292345,0.5729924819067447,0.5774394016180875,0.39141810570381996,0.24166666666666667,0.25,0.3850572516986433,0.2373074387286216,0.23711739127061704,0.009567094333332334,0.0015063293333327,0.0003219199999994333,0.00024023033333306666
openml__analcatdata_dmft__3560,KNN,51072.666666666664,1.8356486816455124,4.0601625943933835,3.6645500930493906,0.720542150810432,0.5703619645727017,0.5623857105026977,0.3328100470957614,0.2541666666666667,0.19999999999999998,0.3295455408949276,0.2543646196676806,0.18798795913893537,0.0020954600000007333,0.0567836646666653,0.0470677776666654,0.0314787636666669
openml__analcatdata_dmft__3560,LightGBM,65681.66666666667,5.373390471341037,6.313473825519907,6.588828997936832,0.6589294455603666,0.5845024322187784,0.5781391047817329,0.28309785452642594,0.26666666666666666,0.2041666666666667,0.27140058925847566,0.2606468001998104,0.1934342316443571,0.09975136566666258,0.002299282000000333,0.0010832863333357667,0.0008142019999996
openml__analcatdata_dmft__3560,LinearModel,80592.0,1.7312119223757125,1.7753969733009767,1.7865246923149207,0.6113099005011563,0.5704789527305553,0.5624397000198282,0.24123495552066976,0.2125,0.225,0.2299417976773442,0.20394373040801295,0.2113759313439234,0.027975884333333267,0.0012777010000000666,0.0002370023333334333,0.00019068133333316668
openml__analcatdata_dmft__3560,MLP,95511.66666666667,2.659068449950932,2.780619091726839,2.820778813511909,0.6074232024241363,0.5811168280318921,0.5580030368491907,0.2626896912611198,0.2791666666666667,0.19999999999999998,0.22360756117163513,0.24530734733349124,0.16220595675379332,8.869411189666684,0.0498987900000429,0.047651226999998096,0.048961285333348266
openml__analcatdata_dmft__3560,NODE,114872.66666666667,1.6789348209671549,1.7602114155888557,1.759923766553402,0.6998558544839577,0.5861657691785896,0.5806887764419817,0.34013605442176864,0.2583333333333333,0.25,0.33073832012831605,0.24364728147463713,0.23391355286746238,50.40959904366658,0.2517713503333094,0.07558653166675804,0.07524357300054867
openml__analcatdata_dmft__3560,RandomForest,123023.33333333333,1.43317044903411,2.8823632978224474,2.866648132953955,0.797268467313013,0.5945528963557809,0.5980930253566472,0.42961800104657244,0.25416666666666665,0.20833333333333334,0.4262118573009257,0.24989025966116854,0.20233274260408154,0.2924082569999967,0.11219015033333124,0.0348267749999974,0.0363001083333348
openml__analcatdata_dmft__3560,SAINT,136658.66666666666,1.701091838251041,1.7595279584328332,1.7531511291861535,0.6744158377485941,0.5859337169833965,0.6093474589868821,0.2987964416535845,0.2625,0.25,0.26418522298507946,0.23717177697403835,0.21865190247604896,16.992823586999958,0.11076040166653907,0.07952270100008713,0.07901114666668713
openml__analcatdata_dmft__3560,STG,142714.33333333334,1.7582765603676822,1.7631050705909728,1.7756310035785041,0.5992256752061041,0.57234482783361,0.5538967843054382,0.2255363683935112,0.2708333333333333,0.21250000000000002,0.16617019656967463,0.2036125927851691,0.16204915026965105,9.276215302666728,0.0044367500000112,0.0012391523333488334,0.0011417613333541334
openml__analcatdata_dmft__3560,SVM,155499.33333333334,1.7285461139526561,1.7610079732808563,1.772240578524537,0.6712178639283085,0.5779355230477026,0.578461949375411,0.2574568288854003,0.26666666666666666,0.2125,0.20898437062527156,0.22153869896349945,0.16011648480507473,96.22918369233321,0.10524705266652744,0.014970225666729634,0.014891946333288266
openml__analcatdata_dmft__3560,TabNet,166838.33333333334,11.097729200069248,9.921861654555471,11.696546564268646,0.6111142317571615,0.619712696195068,0.5293306408691024,0.26425954997383566,0.31666666666666665,0.19583333333333333,0.24551016155468075,0.2852701893226986,0.17420206927775128,17.3751475776664,0.09182558933341052,0.018649362000104433,0.018900372999913335
openml__analcatdata_dmft__3560,TabPFNModel,178221.0,1.7287561572203145,1.7659925331672033,1.760857240855694,0.6799577372432465,0.5908809080283439,0.5927247046638072,0.2673992673992674,0.2125,0.23333333333333336,0.20266865871020068,0.14213752145415978,0.15622060033414886,0.0005937683333332001,1.2602140513333333,0.6458480063333342,0.6798866660000004
openml__analcatdata_dmft__3560,VIME,194839.33333333334,2.0689452399584027,2.0797102702160677,2.308929715802272,0.6263913512099867,0.6074661420013984,0.5562753886071193,0.26111983254840393,0.2916666666666667,0.22083333333333335,0.2205227882976488,0.24694686434656746,0.18052717926583495,8.449768898000002,0.05359437533331853,0.04855084433332493,0.04886506466671863
openml__analcatdata_dmft__3560,XGBoost,208411.0,1.5224598497230304,1.7955777928233145,1.8370105219384036,0.7509942137044536,0.5913081117007399,0.5812144526888116,0.3772893772893773,0.26666666666666666,0.20833333333333334,0.37347269946733547,0.2657405482748774,0.19981182716267654,0.24446805099999835,0.0037746873333332665,0.0007872583333370667,0.0012164556666647
openml__analcatdata_dmft__3560,rtdl_FTTransformer,223018.66666666666,2.2945887842800414,2.442890611119219,2.561594826867804,0.6450960419657267,0.5942805354664329,0.5769924920165305,0.3134484563055991,0.30416666666666664,0.20833333333333334,0.2847787491178545,0.26586731436734773,0.18496491461545225,5.31671706100001,0.0638717299999645,0.05757421000001744,0.05206068833335561
openml__analcatdata_dmft__3560,rtdl_MLP,235909.0,2.6080941284773647,3.018553360533163,2.927121930095988,0.6449801765830201,0.5818900309685566,0.5726782713962201,0.30141287284144425,0.29583333333333334,0.2125,0.26049234305933844,0.25419378096835904,0.1766681914804101,3.2945494696667104,0.04933708933333486,0.04618848733336253,0.046048805999977994
openml__analcatdata_dmft__3560,rtdl_ResNet,250826.66666666666,3.0214403169676256,3.976120094005219,3.8791143097879135,0.7003332325298929,0.6101347503991734,0.5637335732287655,0.401883830455259,0.28750000000000003,0.23750000000000002,0.398132880208019,0.2736617392378656,0.2345351834791193,3.390041639333328,0.05163888999996457,0.046336495333338897,0.0474111939999873
openml__anneal__2867,CatBoost,2469.0,0.0135096346590075,0.037873374450136166,0.04157369804058357,0.9999841015466017,0.9992270531400966,0.9992149758454106,0.9986072423398329,0.9925925925925926,0.9851851851851853,0.9985624141185058,0.9932788671023965,0.9858458663555347,11.782112709999254,0.009169521666540434,0.0016686216665225,0.0015402093337494001
openml__anneal__2867,DANet,16092.333333333334,0.04131196240940704,0.05180926133118857,0.12307409260276353,0.9975162200814891,0.9990821256038647,0.9844746376811595,0.9874651810584957,0.9962962962962963,0.9814814814814815,0.9871622608971341,0.9963709625510112,0.9819056897584787,35.39397541466679,0.04653501600001413,0.030719729666680934,0.030648874999854997
openml__anneal__2867,DecisionTree,28226.0,4.303067754589416e-15,0.25584278811045397,0.25584278811045397,1.0,0.9987922705314008,0.9987922705314008,1.0,0.9925925925925926,0.9925925925925926,1.0,0.9932788671023965,0.9932788671023965,0.002230087666666733,0.0012497143333331,0.00028506299999973335,0.0002470946666663333
openml__anneal__2867,KNN,51170.0,0.16826623970065366,1.2197032715456773,0.8551680832226342,0.9860844043154389,0.9298601046698872,0.9437901138716356,0.9233983286908077,0.8888888888888888,0.8888888888888888,0.917511226515077,0.8787411777819049,0.8778687374396071,0.0019405843333330335,0.026764679666667197,0.006264268333334599,0.0060220309999993
openml__anneal__2867,LightGBM,65763.0,0.013117510536856601,0.059549964038655034,0.10460721497852664,0.9999895070207571,0.9972222222222222,0.9973248792270532,0.9990714948932219,0.9888888888888889,0.9851851851851853,0.9990692521272635,0.9894656213391007,0.9856777744236506,0.3436223400000002,0.022754699,0.0016100826666666998,0.0029071903333335
openml__anneal__2867,LinearModel,80682.0,0.6686470350688554,0.6657158805271207,0.7153847905646499,0.8713021507924977,0.9086876006441225,0.8599884978145848,0.7525533890436398,0.7592592592592592,0.7444444444444445,0.6820806657725248,0.6911602144228803,0.6788349681889413,0.013969178000000066,0.0023246119999998332,0.0005225203333333667,0.00043463366666669995
openml__anneal__2867,MLP,95608.0,7.1871469155625505,6.64614054542113,7.0084472684063535,0.5468005894563311,0.5903311191626409,0.5744617935741124,0.7725162488393686,0.7814814814814816,0.7777777777777778,0.6834262506913203,0.6949476761215857,0.6867246302689342,7.0114659280000255,0.05110786300000803,0.046419667666630866,0.0465861546667459
openml__anneal__2867,NODE,114915.33333333333,0.5417778225496287,0.5432168038906874,0.5456440673934089,0.9888974816644911,0.9841908212560386,0.9803717122920022,0.9433611884865366,0.9333333333333332,0.937037037037037,0.9218853854528275,0.9064947539244663,0.9143380498481172,306.6261858286671,0.6412428283332096,0.17286742066668614,0.17284271066637294
openml__anneal__2867,RandomForest,123112.33333333333,0.04625368550364156,0.06981139952342368,0.07057088277031666,0.9999631155881157,0.9988486312399356,0.9988888888888888,0.9958217270194986,0.9888888888888889,0.9851851851851853,0.9956944144393907,0.9894656213391007,0.9839506172839506,0.0222262566666664,0.0073933210000009,0.0050135106666656,0.0047183529999988
openml__anneal__2867,SAINT,136700.33333333334,0.034253539689932035,0.06566430455844192,0.07769773073366047,0.9996941845952922,0.9977415458937199,0.9979602791196994,0.9832869080779943,0.9703703703703704,0.9703703703703703,0.982754156272457,0.9697079471108977,0.9715324013965448,155.90815344766668,0.09445195966679872,0.07657176466667194,0.07658085299993896
openml__anneal__2867,STG,142796.0,0.09772796139739122,0.11327092615128664,0.1065441285906773,0.9908479236861357,0.9868236714975845,0.9901194310252283,0.9665738161559889,0.9518518518518518,0.9555555555555556,0.9616372331871571,0.945148030350874,0.950059426048572,11.955146145666655,0.006819606666643501,0.0018098036666742334,0.0016021456666900334
openml__anneal__2867,SVM,155591.0,0.15370610382500383,0.2458824024731662,0.20640303103920576,0.959135417222838,0.8927657004830918,0.8888244766505636,0.9749303621169917,0.9629629629629629,0.9555555555555556,0.9701741087584176,0.9559919504363948,0.9482959710053985,1.5063678646666716,0.0160868026666681,0.0022558506666617,0.0021387226666623
openml__anneal__2867,TabNet,166921.66666666666,0.040805110495643865,0.010290425473246934,0.11033341872401548,0.9993233806063447,1.0,0.9988298443370908,0.9883936861652739,1.0,0.9666666666666667,0.9882743241637423,1.0,0.9675807090512972,32.86286947333307,0.10801133033343524,0.018181072000212767,0.018030891333334333
openml__anneal__2867,TabPFNModel,178311.0,0.019832037084136635,0.06707925358205266,0.061379380452111304,0.9999880057237652,0.9984541062801933,0.9976570048309178,0.9967502321262768,0.974074074074074,0.9777777777777777,0.9967495061769336,0.9723558893314853,0.9780652065894584,0.0013991176666661332,1.4886644443333328,0.8298150259999991,0.8386567196666673
openml__anneal__2867,VIME,194916.0,8.047209420416463,7.83408099978442,7.984738481288864,0.5014641951567277,0.5036000402576489,0.5048429951690822,0.7604456824512534,0.7666666666666667,0.7666666666666667,0.6569673142695955,0.6654088050314466,0.6654088050314466,5.207439207,0.048666376333333206,0.04392929833333283,0.04404375066666686
openml__anneal__2867,XGBoost,208488.0,0.0048435311369350335,0.05133916509643036,0.04055473321586083,1.0,0.9996497584541063,0.9996618357487922,1.0,0.9851851851851853,0.9888888888888889,1.0,0.9858365838901119,0.9894656213391007,1.4226376713333335,0.008906049999999567,0.0026642686666668667,0.004016392999999933
openml__anneal__2867,rtdl_FTTransformer,223096.33333333334,1.8291178846541485,1.663465451156177,1.769358183121356,0.6204934570737303,0.6251791465378422,0.6043623955218158,0.7785515320334261,0.8037037037037037,0.7814814814814816,0.6989210976331094,0.7310559732003469,0.6961982013350685,16.292658445333245,0.07654278966674606,0.0479709439999472,0.04826923100002503
openml__anneal__2867,rtdl_MLP,235986.0,7.995727980670893,7.751437535537595,7.994741401189205,0.4990166273290834,0.5294223027375201,0.5226634748102139,0.7604456824512534,0.7666666666666667,0.7666666666666667,0.6569673142695955,0.6654088050314466,0.6654088050314466,2.607234116666667,0.04515412900000013,0.03943580933333437,0.04029432633333363
openml__anneal__2867,rtdl_ResNet,250907.33333333334,0.0810678562605234,0.14409024787989808,0.13277991957689259,0.9581824700326371,0.9181280193236715,0.9069444444444444,0.9893221912720519,0.985185185185185,0.9777777777777777,0.985162101009147,0.979444634768376,0.9727240939261105,10.212813146666603,0.0605647436666257,0.05412360000005376,0.054793072000045066
openml__arrhythmia__5,CatBoost,2561.0,0.5624168672263524,1.0860143440591195,1.171488095210462,0.9475766427058475,0.8881218855218855,0.8504087542087543,0.8393958447052983,0.7792270531400965,0.7083735909822866,0.8139588631733868,0.7348744642273753,0.6505110953163763,1.0274806596666886,0.0468615473333405,0.009093182000015033,0.012476992666677199
openml__arrhythmia__5,DANet,16193.0,0.20971199961669532,1.4446834034811584,2.1578170569888524,0.9834925194356217,0.8799063973063973,0.8266324354657688,0.9315378240761997,0.7797101449275362,0.6719806763285024,0.9185802419129621,0.7380840652231792,0.623627725275722,21.401074484666605,0.04689407799999987,0.035665774666745365,0.03500994466660497
openml__arrhythmia__5,DecisionTree,28320.0,0.5676607084564466,6.327370824554279,5.998769156855722,0.9281311419667363,0.7166333333333333,0.709656004489338,0.8448412374511608,0.7202898550724638,0.6573268921095008,0.8258507268515499,0.6753339607797972,0.5957913226675072,0.06111662333333323,0.004463705333335,0.0008173979999962334,0.0011731213333354333
openml__arrhythmia__5,KNN,51245.333333333336,0.8273202785183345,4.2427958562215435,5.431246242446189,0.9461395872379312,0.8060670033670033,0.7605767957351292,0.6048275797567972,0.6030595813204509,0.5766505636070853,0.5000460258868259,0.46924392031910694,0.433415701924542,0.018547611666667733,0.14198540533333473,0.04373387700000386,0.04069140466666763
openml__arrhythmia__5,LightGBM,65865.33333333333,0.38318897369471044,1.141696912454551,1.1932617684785665,0.9806663899467184,0.89876632996633,0.870058810325477,0.9224834727444113,0.7571658615136876,0.7082125603864734,0.912297291059629,0.7121918284432055,0.6780769507822647,2.2716005749999986,0.024210497333323564,0.0038921526666702,0.0036145126666534667
openml__arrhythmia__5,LinearModel,80772.0,0.08109481868830053,3.489744388259544,4.288288439998827,0.9995376359869677,0.8767151515151516,0.849907239057239,0.9861443980213206,0.6764895330112721,0.6423510466988728,0.9860112013249046,0.6551079520922093,0.6395125623779392,0.1115765766666667,0.028840084000000137,0.0031773966666667334,0.0023541623333335
openml__arrhythmia__5,MLP,95700.33333333333,4.797670146978746,4.964605783114007,5.353988968282649,0.6429888089457347,0.6440996632996633,0.6253080808080808,0.691544515467856,0.6695652173913044,0.613365539452496,0.5920617755922715,0.5746688945089744,0.5190362640716519,7.444695416000002,0.04841181233329423,0.04229996333337257,0.0409891529999602
openml__arrhythmia__5,NODE,114940.33333333333,1.6678449923933956,1.6768981749500822,1.6861053116751563,0.6913396411620933,0.6994026936026936,0.6380639169472503,0.5447857734381509,0.5589371980676329,0.5475040257648953,0.3874864089448811,0.4014517594023615,0.3874292453594352,74.15895314833331,0.2811161436667504,0.11100091866657397,0.10718305133332957
openml__arrhythmia__5,RandomForest,123207.0,0.45819959818712624,1.9759866863895914,2.1739475799623444,0.9903163577791619,0.7960262626262627,0.7956396184062852,0.8864771679287067,0.7719806763285023,0.6863123993558776,0.8742594555781212,0.7173284841845299,0.61398444360406,0.1302840796666681,0.06627544066666496,0.0649512556666683,0.0533215616666661
openml__arrhythmia__5,SAINT,136715.33333333334,0.7059092433633114,1.0364462280666962,1.1956543422965469,0.9157979561505046,0.8186336700336699,0.7975716610549943,0.7811648661409913,0.7355877616747182,0.6789049919484702,0.726875912804546,0.6646353562501686,0.611258874534741,107.84705483333369,0.22645708666724804,0.12088986033347733,0.12195281400010076
openml__arrhythmia__5,STG,142896.0,0.5779479475243549,0.9825803254009636,1.3251278493703371,0.9419727286640182,0.8747986531986532,0.8043187429854096,0.8457466442429942,0.7429951690821256,0.5840579710144927,0.8165031098700332,0.7080709084290627,0.5512001611438004,6.504681369333355,0.008274177333343334,0.0015999236666364332,0.0016584646666993666
openml__arrhythmia__5,SVM,155670.0,0.7253635328934829,1.1374012619288143,1.2991088240223043,0.8870515088789818,0.8677872053872053,0.820324859708193,0.81997167849351,0.7798711755233495,0.6793880837359098,0.7769596900319202,0.7278846641394926,0.6040028484019774,0.4255916713333316,0.11431638666666423,0.017059253999994334,0.01576222933333143
openml__arrhythmia__5,TabNet,167019.0,1.4343589808923174,1.5785940645947407,2.5418887120727436,0.7954068105837308,0.7841656565656566,0.6471569584736251,0.6020037614633656,0.6323671497584541,0.53317230273752,0.5470540850020463,0.5609992774162103,0.4821049231677251,13.145525917000063,0.0549978510001286,0.016864292333442134,0.016743580999900535
openml__arrhythmia__5,VIME,195006.0,10.100442416909672,9.82292283340549,9.982554731852806,0.49995417193208064,0.5039622895622896,0.5052516835016835,0.5401689682673291,0.5515297906602254,0.5475040257648953,0.3788975749222548,0.39212732109241594,0.3874292453594352,4.612339842333333,0.050203074333334506,0.04176341566666683,0.04166720266666537
openml__arrhythmia__5,XGBoost,208582.33333333334,0.15623700031158907,0.8947095801189974,0.888163471215175,0.9997002618520785,0.9058276094276095,0.9116997755331088,0.9833333333333334,0.7790660225442835,0.7516908212560386,0.9824737675555385,0.7460586463192617,0.7174010637778753,1.5884559479999982,0.0105898920000108,0.0029630266666640665,0.0028771029999902
openml__arrhythmia__5,rtdl_FTTransformer,223198.33333333334,3.5242516339851746,3.448088982793642,3.609456812570862,0.5859750644676202,0.5427131313131314,0.6112945005611672,0.5789118992272448,0.5959742351046698,0.5619967793880837,0.436203852496904,0.4507319651358257,0.4197676356892523,67.42833454433327,0.24270528266652505,0.06869199899988604,0.0685548040000488
openml__arrhythmia__5,rtdl_MLP,236085.0,8.446214174861861,8.292553246519534,8.31747410862805,0.5478253481318808,0.5647535353535353,0.5594600448933783,0.5872603810097115,0.5885668276972624,0.5692431561996779,0.4417684326524129,0.44256823819999974,0.4227309766960716,3.2216481283333405,0.049458160999993304,0.04387032933333457,0.04468559400000233
openml__arrhythmia__5,rtdl_ResNet,251000.66666666666,1.2731325567814933,1.8409327348201547,2.2973056554487017,0.8837532432074534,0.8618754208754208,0.7788510662177329,0.8819294022753565,0.7724637681159421,0.6940418679549114,0.8480768480220154,0.729285385177282,0.6513450373485471,4.345593117666756,0.05710477699994947,0.05081085833330687,0.04900918199996337
openml__artificial-characters__14964,CatBoost,2657.0,0.24926306822861158,0.42738858852216294,0.4255761079408407,0.9986585678527805,0.9886601800925249,0.9884532678501784,0.9613816165076258,0.8587736464448793,0.863013698630137,0.9614105348244038,0.8592535701438302,0.8635257268861364,12.560598488332895,0.057090410333027274,0.0077364766666505325,0.007763345000057533
openml__artificial-characters__14964,DANet,16251.0,0.5761921178530475,0.6460954077731383,0.6505073759420338,0.9737727237410069,0.9667267069846922,0.9660081356246207,0.7190278117608678,0.685583822570124,0.6744944553163732,0.7190409435145536,0.6847377896979755,0.6746302602713801,448.4833903003332,0.36189446566671296,0.0396276680001695,0.03942963466670333
openml__artificial-characters__14964,DecisionTree,28422.666666666668,0.635209941783024,1.2419547065592438,1.2007176527690937,0.9645800036422401,0.9470242799620024,0.9474698005352268,0.6989234157083435,0.636986301369863,0.6373124592302675,0.7029904670969436,0.6395737408466858,0.6408803153559659,0.020951645333335902,0.0017868086666640332,0.00037029199999826667,0.00030930766666626666
openml__artificial-characters__14964,KNN,51350.0,0.45804501059600095,2.0539032965350605,2.035254178532629,0.9821775633721069,0.9351174700840844,0.9366474249028274,0.7596851806541065,0.6252446183953033,0.6366601435094587,0.758299418535318,0.6250205555057624,0.6355634418937826,0.003470778999978033,1.5867628796666509,0.20171807366667352,0.2001470563333214
openml__artificial-characters__14964,LightGBM,65953.0,0.043556480634798535,0.21044513696928202,0.2119564810037171,0.9999537523186489,0.9961051524387413,0.996060329410469,0.9897235135796428,0.9360730593607306,0.9315068493150686,0.9897268394707422,0.9360910018765152,0.9315222725731737,5.783417353000014,1.9005164899999916,0.2382181026666785,0.2372833636666769
openml__artificial-characters__14964,LinearModel,80862.0,1.7696117620339828,1.8151326035047666,1.8085628725868517,0.7944429835892062,0.7790984532645053,0.7815057869249794,0.31861185873909137,0.3176777560339204,0.31930854533594255,0.300295804059294,0.2988912082447901,0.3012707157123833,0.012704190999999768,0.013428422333333368,0.0013682099999999667,0.0011561080000000998
openml__artificial-characters__14964,MLP,95781.0,5.487005824904625,5.744680403754799,5.7422706040324885,0.8649460791028091,0.855525009702994,0.8559528431940736,0.6378354130984422,0.6066536203522505,0.6089367253750816,0.6016603000208548,0.5706843775791738,0.573698108066626,30.79191878833323,0.09419240166698724,0.0534566516668443,0.05184402266695537
openml__artificial-characters__14964,RandomForest,123304.0,0.6359291224725613,0.7602637545402892,0.754038843322138,0.9836282975791683,0.969761888085749,0.9703254871197354,0.8536416279259441,0.746249184605349,0.7452707110241357,0.8543056295939554,0.7478953221467449,0.7461041693056624,0.3875692306666565,0.08349259233332867,0.0246234163333364,0.024469307666663498
openml__artificial-characters__14964,SAINT,136747.0,0.6483062024943688,0.7238292798977151,0.7195050744671692,0.9670878442179074,0.9584214062353295,0.9596089115188299,0.6871788597993639,0.651989562948467,0.6500326157860404,0.6869929448634845,0.6508128109029533,0.6486151514918223,339.61884071333407,0.5654065066670834,0.1200834546671103,0.12138307233362862
openml__artificial-characters__14964,STG,142985.66666666666,0.6900890380877072,0.761416246489253,0.7514486593707165,0.9654617114107333,0.9573411197816606,0.9585934314503225,0.6673191419949432,0.6190476190476191,0.62426614481409,0.6629361559200628,0.6140522084838894,0.6182531480782031,118.03394192866729,0.0315919113342412,0.0042509153328561,0.004294287999527967
openml__artificial-characters__14964,SVM,155734.0,0.7800691062484004,0.8272618586889307,0.8207466576398673,0.9570645978624387,0.951858939872058,0.952524400535406,0.651985971780442,0.6304631441617743,0.632420091324201,0.6478022308004923,0.6273184771507002,0.6280372421765698,11.309200638666653,3.9449273696666673,0.49229445833331437,0.49208286599999457
openml__artificial-characters__14964,TabNet,167091.66666666666,0.5211774417909967,0.6401625886706795,0.6412446866801718,0.9784506773538152,0.9683268493588231,0.9679790180967123,0.7534051056194437,0.6953685583822571,0.6989562948467057,0.7533695569640734,0.6952195271613841,0.6997364758451642,362.30511297833283,0.7696414533332548,0.0945486459998695,0.0942698686664395
openml__artificial-characters__14964,VIME,195111.66666666666,0.8827933192767697,1.0350974550796261,1.062846852801518,0.9640629931681642,0.9541564152845453,0.9528673178287538,0.723676698474839,0.6722113502935421,0.677429876060013,0.7230946211476293,0.6709105168556094,0.6764257350138667,68.84851789766617,0.0957527566667219,0.0527585926671842,0.05259929299912373
openml__artificial-characters__14964,XGBoost,208688.33333333334,0.05353238259857023,0.1624887231529977,0.16297664644279453,0.9999807635113512,0.9979410951755446,0.9978054144838812,0.9934752467172334,0.9585779517286367,0.9553163731245923,0.9934759022351972,0.9585646473062782,0.9553010949554105,24.625446291666588,0.882717838999497,0.11108023766720022,0.10948914899969009
openml__artificial-characters__14964,rtdl_FTTransformer,223287.0,1.5246010718124936,1.7463830626639876,1.6609565762875569,0.9596152055684751,0.9494123891091636,0.9527336156985423,0.6983117200880842,0.6686236138290932,0.6666666666666666,0.6970548603746098,0.6682468611295502,0.6648845011761457,100.39655134566692,0.19168970333339522,0.0672904686668213,0.06900429266685627
openml__artificial-characters__14964,rtdl_MLP,236177.0,3.156474534608092,3.1930301004292603,3.373108314884616,0.9222391815459406,0.918125525472555,0.9133769194887643,0.6522306500285459,0.6229615133724723,0.6099151989562949,0.64462207531933,0.6145756718195544,0.6034359731184642,30.385001590666445,0.09736693866639236,0.056303079000083266,0.052370182333585036
openml__artificial-characters__14964,rtdl_ResNet,251098.33333333334,1.4205663954937657,1.5747524293710944,1.6528196733687848,0.9603095808926132,0.9530489642032759,0.9504478306726033,0.7114427860696516,0.6784083496412263,0.67058056099152,0.710102311840457,0.6770404721667259,0.6690656265793118,43.040371764333635,0.12472319266635162,0.06491187866534646,0.0641006033341303
openml__audiology__7,CatBoost,2740.6666666666665,0.5049310356779547,3.190411413465915,2.86832099855258,0.9561827925200389,0.8875252525252527,0.8366835016835017,0.888888888888889,0.753623188405797,0.7101449275362318,0.8715039300771442,0.6995022690674865,0.657871918741484,88.31878105600022,0.008024989999957632,0.0019661896668215335,0.0018249576662488333
openml__audiology__7,DANet,16303.0,0.13971443714213283,2.2521905486163982,2.767369217643543,0.9948057285577475,0.9168686868686869,0.8823120089786757,0.9703703703703703,0.8985507246376812,0.7391304347826088,0.9668996078630278,0.877148294539599,0.7161773813947727,30.331660625666625,0.04819940500002907,0.04583224466659883,0.04569789733341164
openml__audiology__7,DecisionTree,28501.333333333332,0.0976741841746161,9.593115111264995,11.106526789993962,0.9958160490983717,0.7858080808080808,0.7552525252525252,0.9611111111111111,0.7101449275362319,0.6521739130434783,0.95653174274867,0.7000512370077588,0.6381496120626555,0.0014642003333354,0.0007913683333301333,0.00023245400000126667,0.00020019900000053332
openml__audiology__7,KNN,51434.666666666664,1.1669494861926877,7.798448544580617,7.344194703116135,0.9433120797995981,0.7396969696969697,0.740546202768425,0.5259259259259259,0.5942028985507246,0.5217391304347826,0.46061300171816605,0.5154752985955032,0.4370471245151552,0.0011677059999968,0.008688178999996334,0.0034499646666669,0.0034213693333313
openml__audiology__7,LightGBM,66047.66666666667,0.8841528702991418,3.4567600638433618,3.324487387947355,0.9163078063673179,0.8514646464646466,0.8130303030303031,0.8185185185185185,0.7536231884057972,0.6956521739130435,0.784717850257311,0.7065938892025848,0.650559665777057,0.258229801333328,0.007283814333339834,0.0006624429999979999,0.0005860816666664667
openml__audiology__7,LinearModel,80952.0,0.35172678456507794,3.2047429283552806,2.7612943680655224,0.9989714544250274,0.886868686868687,0.9018518518518519,0.9592592592592593,0.7391304347826088,0.753623188405797,0.9553924493779297,0.6890927912667042,0.7126922192139583,0.0118185803333334,0.010565881999999966,0.0010681573333333667,0.0007783233333331999
openml__audiology__7,MLP,95863.0,6.017934027780522,6.7054099656927875,6.74685224089647,0.6696566335972078,0.7354040404040404,0.7394444444444446,0.6407407407407407,0.6376811594202899,0.5217391304347826,0.5279823630210981,0.5357806444762967,0.43412079064252973,6.087011279666664,0.05188765299999427,0.0492125979999779,0.0498610143333735
openml__audiology__7,NODE,114975.0,2.249733120865292,2.3952969606371894,2.366416853407155,0.999493227377476,0.8794444444444444,0.9313468013468014,0.8574074074074075,0.753623188405797,0.7681159420289855,0.8131169782607297,0.6970700796787753,0.7027354288223853,75.9185469623334,0.2265600596663451,0.18491648833335714,0.1768078480001425
openml__audiology__7,RandomForest,123386.33333333333,0.5657116312680194,3.3906682493551723,2.8559772736484317,0.9996219435434094,0.887020202020202,0.9121212121212121,0.9296296296296296,0.7971014492753623,0.7681159420289855,0.919120395210001,0.753325901151988,0.7235994279472541,0.08342922600000258,0.019929116000003366,0.0138427639999984,0.0143005443333268
openml__audiology__7,SAINT,136786.66666666666,0.3271090840090808,1.1583003828916159,1.2690961556762215,0.9936740319177391,0.9062626262626262,0.9033670033670034,0.9388888888888888,0.8260869565217391,0.7246376811594203,0.9168569682604771,0.7847910543562717,0.680250828076915,32.28757630599981,0.08322022533335864,0.07903251299990187,0.07869425833329534
openml__audiology__7,STG,143074.66666666666,0.3930564490146935,1.0824767431865137,1.1578695256586957,0.9629353939534294,0.930959595959596,0.9050841750841752,0.9018518518518518,0.7826086956521738,0.7101449275362319,0.8788785713360877,0.7439613526570049,0.675833908442604,4.219768543333316,0.0022845073333806667,0.0009457856666585667,0.0009238586666242
openml__audiology__7,SVM,155774.66666666666,0.9134642959919571,3.5077230929485523,3.0617863672194168,0.6643215513828827,0.8510606060606061,0.8744612794612795,0.8481481481481481,0.7391304347826088,0.7101449275362318,0.7960790649366659,0.6915543393804263,0.667540832758224,0.04501074199999753,0.007982015000003133,0.0012645223333340666,0.0011622586666675
openml__audiology__7,TabNet,167162.66666666666,1.7546623311167222,2.0876780536390194,2.7730261136480756,0.7525441932523904,0.8255555555555555,0.6716442199775533,0.5148148148148147,0.5507246376811593,0.463768115942029,0.43337014240995825,0.461932848862449,0.3809576044870162,7.0306027786667,0.03213374133332533,0.015611896666636399,0.015666709333326333
openml__audiology__7,VIME,195195.0,4.394937440218334,4.615791221351728,4.602281949334386,0.5457728866882104,0.5705050505050505,0.577699214365881,0.34629629629629627,0.36231884057971014,0.3913043478260869,0.20513707676867057,0.21660860746097535,0.23547050004409553,7.091786325666661,0.04229684266665496,0.04073973100000094,0.04002578333333647
openml__audiology__7,XGBoost,208758.33333333334,0.1867270898858637,0.9977343565230999,1.0460350092405966,0.999881093635861,0.8914141414141413,0.87331088664422,0.9833333333333334,0.7971014492753623,0.7826086956521738,0.9797697706586596,0.7693749085053433,0.7464364942625812,1.0287865133333316,0.0054322706666729,0.0019859893333361335,0.0016360946666639
openml__audiology__7,rtdl_FTTransformer,223370.66666666666,2.8181167519261145,2.7397842503699437,3.0671798663325203,0.6073366954740241,0.6864646464646466,0.6683744855967079,0.5907407407407407,0.608695652173913,0.5507246376811593,0.4714077433478355,0.47832332487063933,0.43814375451204096,12.360326525999957,0.06211030833325513,0.05249504799977933,0.05355385233330403
openml__audiology__7,rtdl_MLP,236257.66666666666,4.905565543859993,4.748768165616059,4.772585533863963,0.5643708862949658,0.6250505050505052,0.616902356902357,0.4611111111111111,0.47826086956521746,0.463768115942029,0.30461726980761283,0.3157176829541885,0.309288922790067,5.2329179366666665,0.0467101486666674,0.045014236999999534,0.044351232999977334
openml__audiology__7,rtdl_ResNet,251181.33333333334,0.40906777035224895,1.5634351309889336,1.4133276577254827,0.9239614390663767,0.854949494949495,0.8856565656565657,0.9203703703703704,0.8115942028985508,0.7826086956521738,0.8946841990839239,0.7710888145670755,0.7560240081979211,5.077353729000013,0.04710682100000574,0.04504539999998747,0.04530633000000837
openml__autos__9,CatBoost,2830.6666666666665,0.22249209798784378,0.5887183767450487,0.6325843284246563,0.9963427446259128,0.9653439153439153,0.9591887125220458,0.9550102249488752,0.7936507936507936,0.7936507936507936,0.9535808706613675,0.767173435030578,0.7702569916855632,25.79694003566677,0.0019663186667647,0.0008714999995807334,0.0008091916669551334
openml__autos__9,DANet,16390.0,0.8344977435471387,1.1540079394978262,1.279033832327306,0.9030530355908254,0.8901014109347442,0.8521825396825399,0.6809815950920246,0.8095238095238094,0.7301587301587302,0.6727891444234778,0.7857765872471755,0.7021007392856132,23.21382560799998,0.040102461999974,0.0372409619999416,0.0373718210000788
openml__autos__9,DecisionTree,28604.666666666668,0.08919830023725456,5.58249484624082,8.328787199728845,0.9954734585635653,0.8892857142857142,0.8469576719576719,0.9693251533742332,0.8095238095238094,0.7301587301587302,0.9697019105435722,0.7864928722071579,0.7197089947089946,0.0015312746666671,0.0003032020000001,0.0001409656666666,0.00011517199999976667
openml__autos__9,KNN,51517.333333333336,1.1212500278093205,4.784884922411656,4.826894447281489,0.8089653985340877,0.6688712522045855,0.6980908289241623,0.4846625766871166,0.5873015873015873,0.44444444444444436,0.43380983665260425,0.5124852220090316,0.3790610183467326,0.0007765543333326,0.0053349846666666334,0.0033767989999998666,0.003454762999999633
openml__autos__9,LightGBM,66140.66666666667,1.2986227013731115,0.6819205636010568,2.2474672499330617,0.9592415173728552,0.9454144620811288,0.9188756613756613,0.9263803680981596,0.8253968253968255,0.7619047619047619,0.9357077135498612,0.8024719989005703,0.7633951586332538,0.0961722189999978,0.0013448126666689,0.00029222533333236666,0.00026913800000126666
openml__autos__9,LinearModel,81042.0,1.3932826798811238,1.429322419967659,1.381286329464012,0.6908496572284207,0.7002865961199295,0.7442901234567901,0.42944785276073616,0.4444444444444444,0.4761904761904761,0.3489066089208371,0.3594241400263809,0.3808593672886758,0.0142830393333334,0.0011307809999997335,0.00030072933333343335,0.00022172933333333334
openml__autos__9,MLP,95955.33333333333,8.988021833520184,7.600841825845973,7.953913116283252,0.5161130585319431,0.5627204585537919,0.5122751322751323,0.4396728016359918,0.5555555555555555,0.5238095238095238,0.3325294279986759,0.43897896444480294,0.4031686594615656,4.304501291666649,0.0388973499999849,0.03945370500001857,0.039112288666681566
openml__autos__9,NODE,115032.0,1.3430858083785433,1.3818196748930307,1.3755774762895374,0.8764562348610071,0.8283289241622575,0.8750617283950618,0.6114519427402864,0.6349206349206349,0.6031746031746031,0.5289276719307489,0.5231478556334815,0.508722316331012,70.546717875,0.2057208223328406,0.16550819433335082,0.16220696533333737
openml__autos__9,RandomForest,123485.0,0.1725827617222504,1.589309374255837,1.0184851246958107,0.9999662967629784,0.9291666666666666,0.9653615520282188,0.9918200408997956,0.873015873015873,0.8412698412698413,0.9918753219267162,0.8663574520717378,0.8249815880768262,0.03637949499999903,0.008558704333333066,0.006404836333334867,0.006163235333332833
openml__autos__9,SAINT,136832.66666666666,0.5114522911989128,0.848761384552788,0.8252650193781371,0.9614740338077395,0.9125661375661376,0.9230335097001765,0.8159509202453988,0.6825396825396824,0.6349206349206349,0.8060319211783465,0.6621146049717478,0.6144651800113984,34.74249092933329,0.0995035330001125,0.08687133200002484,0.08886907000002486
openml__autos__9,STG,143165.0,1.5842295209810533,1.6152374725493175,1.5871959243501934,0.5771413081563374,0.5553571428571429,0.5822045855379189,0.4171779141104294,0.5396825396825397,0.5079365079365079,0.3125168885108327,0.4244838522053298,0.3884458621300726,4.000685739666663,0.0018886200000143667,0.0008764076667020001,0.0008185736666881001
openml__autos__9,SVM,155869.66666666666,1.3457108702648286,1.3654697938153133,1.4028698924366134,0.7619599082097933,0.7509259259259261,0.7601940035273369,0.4805725971370143,0.6031746031746031,0.46031746031746024,0.3813722332718667,0.49229401162174263,0.3490240150641153,35.361078041333336,0.0028308413333206334,0.00048166899997186663,0.00042777633332959997
openml__autos__9,TabNet,167249.33333333334,14.1955402945009,7.966788368668137,17.349916219574563,0.588287010925891,0.723236331569665,0.5634347442680776,0.3987730061349693,0.6031746031746031,0.30158730158730157,0.36068682852940404,0.581980056980057,0.26842575414003983,11.175879478666616,0.03545469666668543,0.016697414666699165,0.0165295103334225
openml__autos__9,TabPFNModel,178401.0,0.06951955462075526,0.6293660093335406,0.5439941613594927,0.9987654320987653,0.9669532627865962,0.9657363315696649,0.9938650306748467,0.746031746031746,0.8095238095238094,0.9909328120500223,0.7118669690098262,0.7954726049964145,0.0006164906666672,0.5418208943333328,0.2330017013333325,0.2265853710000005
openml__autos__9,VIME,195288.66666666666,11.738797298486366,10.284012051875864,11.150825286467203,0.4955225340940382,0.5203924162257496,0.502742504409171,0.4335378323108385,0.5396825396825397,0.4761904761904761,0.32783494869225177,0.41843352971172515,0.36166805903648,3.841133748666664,0.0404791819999843,0.040503353666669704,0.041822650999999135
openml__autos__9,XGBoost,208853.33333333334,0.04356669520403126,0.6099960889578575,0.614537157325281,1.0,0.9564373897707231,0.9364241622574956,1.0,0.8571428571428571,0.8571428571428571,1.0,0.8327653827653828,0.8437501211310735,0.44763193999999934,0.003278210333335467,0.0007327143333339335,0.0006671769999979666
openml__autos__9,rtdl_FTTransformer,223457.33333333334,2.5228456106284014,2.175706008361423,2.4777692992097906,0.6613770270189768,0.680599647266314,0.7031216931216931,0.5051124744376277,0.6190476190476191,0.5396825396825397,0.4072618316454461,0.5206822235916712,0.4456087122753789,8.306273572000004,0.0565447633333325,0.05199599000001117,0.053398615333348866
openml__autos__9,rtdl_MLP,236357.66666666666,18.457857735253047,15.704767427226889,17.83354682606192,0.5325712994994768,0.5428571428571428,0.5371516754850089,0.41308793456032716,0.5238095238095237,0.4603174603174603,0.30851166780082667,0.41275069535939096,0.3517615587791026,3.2892113833333383,0.04588156633334006,0.045195983999993396,0.0455836173333447
openml__autos__9,rtdl_ResNet,251271.33333333334,2.505966271542484,2.4944082566598595,2.876022791720018,0.7224917205879358,0.7617504409171075,0.7547751322751323,0.5930470347648261,0.6825396825396824,0.6031746031746031,0.5249810322318764,0.5853985678841936,0.5098960122769646,5.690044764333341,0.050194241666626234,0.04796132500003597,0.0468301579999964
openml__balance-scale__11,CatBoost,2914.6666666666665,0.20808204193354776,0.34757978318635424,0.3090855364619253,0.9962901028118419,0.9140441273616066,0.9515127493724402,0.9519038076152305,0.9153439153439153,0.9047619047619048,0.9411846238883168,0.8804446874430472,0.872241535489391,0.9886542130000006,0.010557684000007167,0.0036670476666747997,0.0017375786666606332
openml__balance-scale__11,DANet,16482.0,0.08182867011293583,0.11058233986372142,0.12153828843855109,0.9989842685494859,1.0,0.9904214559386975,0.9853039412157648,1.0,0.9523809523809524,0.9854748066047607,1.0,0.9555535232333159,42.17636561566663,0.06561677599984246,0.04970538133344834,0.0501078646664912
openml__balance-scale__11,DecisionTree,28682.666666666668,0.2489102792866756,5.007153969206217,3.398602154530456,0.9349461705416338,0.7422050469018364,0.7433016250495442,0.9024716098864395,0.7724867724867724,0.7936507936507936,0.8889600470735637,0.7700439285922821,0.7746046110996812,0.0098982640000002,0.0009907846666663332,0.00035169499999980003,0.00023105533333303332
openml__balance-scale__11,KNN,51602.666666666664,0.34283744319462306,0.4080172529709684,0.3734125717337183,0.9359141448413659,0.8983749504558066,0.9226648170167789,0.9018036072144288,0.9047619047619048,0.9047619047619048,0.8659225904086799,0.8697358123680251,0.8679220241020916,0.0013074083333333667,0.04750579499999983,0.022199792333334235,0.014806655333333167
openml__balance-scale__11,LightGBM,66221.66666666667,0.0528532977584252,0.26163267281398334,0.23092422058711515,0.9997068058315696,0.9361870788743559,0.9517769850706831,0.9953239812959253,0.9259259259259259,0.9047619047619048,0.9951818007301488,0.9152872507800534,0.8946017926053456,0.2352551016666654,0.0075673996666658335,0.0021783856666672667,0.0014456789999973
openml__balance-scale__11,LinearModel,81132.0,0.2600923930881587,0.28134224371400784,0.26106857236130293,0.9667713365539453,0.964843440348791,0.9666006077421061,0.8851035404141617,0.8624338624338623,0.8783068783068783,0.8609694199796557,0.842798447643634,0.8544803635620957,0.025575708333333336,0.0009114770000000001,0.0002003313333333,0.00014964266666653333
openml__balance-scale__11,MLP,96047.33333333333,0.04707147346992437,0.0647765247119691,0.06765412405210167,0.9981481481481481,0.9980842911877396,0.9931034482758622,0.9879759519038075,0.9894179894179893,0.9735449735449736,0.9883744244318281,0.9893629716208764,0.9735866659744149,10.728946490666658,0.0489050719998734,0.04620767600007027,0.0455072036666024
openml__balance-scale__11,NODE,115115.33333333333,0.3229294593483906,0.3350869370673699,0.33351580483257454,0.9997212931995542,1.0,1.0,0.9953239812959253,0.9947089947089948,0.9841269841269842,0.9953267474693862,0.9949030826223808,0.985013941780859,111.12085511433361,0.27939311999944033,0.1014287203330847,0.10112615466702353
openml__balance-scale__11,RandomForest,123576.0,0.3619581309693903,0.5219283863684853,0.4739339166380369,0.9647453939325396,0.8057735500066059,0.8796802748051262,0.9098196392785572,0.8783068783068783,0.8677248677248678,0.8800058453974873,0.842133799943765,0.8346206033734062,0.26351815100000103,0.07133946599999917,0.046648156999999864,0.043293109666665
openml__balance-scale__11,SAINT,136863.0,0.04340293550955356,0.05176121072437753,0.056278796556518705,0.997639016797807,0.9973180076628352,0.9980842911877396,0.9919839679358716,0.9947089947089948,0.9894179894179894,0.9921678794523335,0.9949030826223808,0.9902069989789287,24.984767369666667,0.06726620333333237,0.05514604000000264,0.05728747033333543
openml__balance-scale__11,STG,143254.0,0.033029719748520335,0.058668509265839074,0.06278716082279394,0.9999814195466369,0.9988505747126437,0.998784515788083,0.9979959919839679,0.9894179894179893,0.9841269841269842,0.9980294585295321,0.9898061652447617,0.9851100816013098,7.74750723433317,0.003259306000018033,0.0010090273334526,0.0009864566666616334
openml__balance-scale__11,SVM,155958.33333333334,0.0691771566457646,0.1559659363740761,0.11588825049797265,0.9994879334765914,0.9892059717267804,0.9965385123530189,0.9933199732798931,0.9735449735449735,0.9788359788359787,0.9933961968963344,0.9753170805802385,0.9792797428659683,0.1146235446666672,0.014728441666666267,0.0011510523333335668,0.0036761756666671003
openml__balance-scale__11,TabNet,167343.33333333334,0.13144548072234405,0.07632728759295183,0.2582120459577549,0.987024246145229,0.9969348659003833,0.9572598758092218,0.965263861055444,0.9735449735449735,0.9312169312169312,0.9635295591387342,0.9727380760486123,0.9272237666776273,8.423837426666523,0.03360434433333614,0.008398645666716201,0.0084534583333682
openml__balance-scale__11,TabPFNModel,178491.0,0.005067817495658433,0.025319610326667966,0.022604295663636365,1.0,1.0,1.0,1.0,0.9947089947089948,0.9947089947089948,1.0,0.9949030826223808,0.9949030826223808,0.00047440533333359993,0.7606751163333328,0.36343346933333365,0.362946348333334
openml__balance-scale__11,VIME,195370.66666666666,0.7663500909891785,0.8022785931645823,0.7938404421598425,0.9186733556298773,0.9007662835249043,0.9043202536662703,0.9024716098864395,0.9206349206349206,0.9100529100529101,0.8663972453560965,0.8837795356146089,0.8729804541997922,6.381739717000035,0.04472370833335993,0.04391738166665007,0.043393807000029434
openml__balance-scale__11,XGBoost,208954.66666666666,0.10639138627335383,0.36796170996309313,0.2943777359648468,0.996165182923217,0.8882150878583697,0.9340599815035011,0.9772879091516367,0.9047619047619048,0.8941798941798943,0.9696095230587077,0.8823923018004707,0.8831075761325113,0.33046264233332556,0.0040734496666606,0.0021480336666641,0.0022932326666614666
openml__balance-scale__11,rtdl_FTTransformer,223560.66666666666,0.07658753388144636,0.0384944710186337,0.12730118826896478,0.9956118624077037,0.9984674329501916,0.9879904875148634,0.9739478957915831,0.9947089947089948,0.9682539682539683,0.9741414224951975,0.9949030826223808,0.9686822877299068,8.763306182666668,0.051443907333331595,0.046844689999981336,0.0469408459999461
openml__balance-scale__11,rtdl_MLP,236443.33333333334,0.07273934556460136,0.05919708934167676,0.06414164322192083,0.9961619246118301,0.9965517241379311,0.9949530981635619,0.9779559118236473,0.9947089947089948,0.9841269841269842,0.9786530659635929,0.9949030826223808,0.9851100816013098,5.242727923333329,0.047937700000034035,0.04601969999998797,0.0467990323333727
openml__balance-scale__11,rtdl_ResNet,251360.66666666666,0.06266116682986184,0.044537549289461874,0.1271567339477838,0.9971505662999047,0.9992337164750958,0.9943717796274276,0.9792919171676685,0.9947089947089948,0.9735449735449735,0.9793206180192083,0.9944598889984954,0.9707264476773689,6.721017136666727,0.054865636000078176,0.05211910733335514,0.05205857699994113
openml__bank-marketing__14965,CatBoost,3017.0,0.19877297758802678,0.2048625929084792,0.20533073347404518,0.9333474080230459,0.9286109778476668,0.9288471267398807,0.9129172123209592,0.912261299122613,0.9080658142487253,0.9129172123209592,0.9122612991226132,0.9080658142487253,1.8483202316666667,0.3336719433333428,0.05300887999998353,0.05236301333332933
openml__bank-marketing__14965,DANet,16537.0,0.24261488019921876,0.23927706611896185,0.24321532906092633,0.8909468886703049,0.8946511937115756,0.8909105705055488,0.8999410033098347,0.9035611590356116,0.8989240930891967,0.8999410033098347,0.9035611590356116,0.8989240930891967,907.462118002,1.0896861643332916,0.14462748899999645,0.1408662586667333
openml__bank-marketing__14965,DecisionTree,28774.0,0.22644891728301955,0.337411170098952,0.3600906292733988,0.886164410581706,0.8688952471084327,0.8581479494054897,0.9099219975466127,0.9014229890142299,0.8987023976402747,0.9099219975466127,0.9014229890142299,0.8987023976402747,0.3758531173333252,0.05108931666665773,0.008435409666662466,0.007857807000002333
openml__bank-marketing__14965,KNN,51701.0,0.23603041895140472,0.6041375318926551,0.6458279490604211,0.8900716492144541,0.8224122938876642,0.8179047255836519,0.8948353409046903,0.8907321389073214,0.8874964321168927,0.8948353409046903,0.8907321389073214,0.8874964321168927,0.39184600166645406,24.02452162966672,2.722383333999924,2.4961575676667045
openml__bank-marketing__14965,LightGBM,66313.66666666667,0.1416360228670534,0.19613855792840737,0.1978357603715779,0.9699561353719947,0.9362250835638086,0.9349631844333329,0.9450444970104757,0.9113765391137654,0.907328139232503,0.9450444970104757,0.9113765391137654,0.907328139232503,3.5936611550000257,0.5371093686666389,0.0638311453333244,0.06925784633333854
openml__bank-marketing__14965,LinearModel,81222.0,0.29670263045744266,0.2936454649073777,0.2980060759735859,0.8167346868342276,0.818489379497493,0.8132417530707698,0.8873610691004624,0.8883727788837278,0.887275193200483,0.8873610691004625,0.8883727788837278,0.887275193200483,0.06516680866666653,0.04647346666666663,0.026931132666666635,0.030699673333333333
openml__bank-marketing__14965,MLP,96142.33333333333,0.2308883915403506,0.2331076084652646,0.23952429214397433,0.90029073884637,0.8982437591682958,0.8942305663708695,0.9015999369899895,0.9042247290422473,0.8987765352593265,0.9015999369899895,0.9042247290422473,0.8987765352593265,103.79031938700109,0.25827246766607453,0.0737002923346305,0.07266622033398557
openml__bank-marketing__14965,NODE,115159.0,0.21639653459902888,0.22128465490101604,0.22070833369751217,0.9181238475792254,0.9153295848102091,0.9154743050935306,0.9081617732799643,0.9067315490673155,0.9070334148863447,0.9081617732799643,0.9067315490673155,0.9070334148863447,366.57338913033345,2.749299442666711,0.34936424999995097,0.34667607466667505
openml__bank-marketing__14965,RandomForest,123667.0,0.17361906140376546,0.21568594793839446,0.21440387218917256,0.9585387560377371,0.9213611642959134,0.9231360498450769,0.9366486957510635,0.9068052790680529,0.9037894905106946,0.9366486957510635,0.9068052790680529,0.9037894905106946,2.6343881329999945,0.36434750999997806,0.11921822866667493,0.09131231966667974
openml__bank-marketing__14965,SAINT,136916.0,0.17991688453892973,0.2264379460101911,0.22374862832970363,0.9463357202766568,0.9113833171303855,0.9132543766523481,0.9203914499805464,0.9000958490009584,0.9008405024427262,0.9203914499805464,0.9000958490009584,0.9008405024427262,537.3448537009996,2.092596312334839,0.3093788843319392,0.31382809566639475
openml__bank-marketing__14965,STG,143312.0,0.3033838710649182,0.30590047974152906,0.30670834630511346,0.8260330293513473,0.8249810721362275,0.8202365561742399,0.8857943356332205,0.8883727788837278,0.8854321388388415,0.8857943356332205,0.8883727788837278,0.8854321388388415,441.35929153200004,0.2564384986666823,0.02686913833340057,0.050502327999955264
openml__bank-marketing__14965,SVM,156016.33333333334,0.3442650400612868,0.3439914613508055,0.3500325881426509,0.7286868662013082,0.728394209594748,0.7252572200062634,0.8856560959588101,0.8864557988645579,0.8852109814460948,0.8856560959588101,0.8864557988645579,0.8852109814460949,726.389230473667,64.37358260066624,8.697122678999222,8.842196353332838
openml__bank-marketing__14965,TabNet,167391.0,0.18580686889882184,0.19907337256026122,0.20108300575868257,0.9430835619618981,0.9334017425954476,0.9317921281616935,0.9137651302624059,0.9101231291012312,0.9071806629262958,0.9137651302624059,0.9101231291012312,0.9071806629262958,588.482436194333,4.1564023079990875,0.5228978526681658,0.5208465306664797
openml__bank-marketing__14965,VIME,195444.33333333334,0.30851974255159675,0.3103376687352255,0.3105610025692298,0.8692354748742606,0.864885569286983,0.8651964193957132,0.8847252526610158,0.8843913588439136,0.8838101440415512,0.8847252526610158,0.8843913588439136,0.8838101440415512,291.24176875433136,0.2887269383325304,0.07460737699755286,0.0759613153344294
openml__bank-marketing__14965,XGBoost,209049.0,0.1781775315922118,0.19915691862888416,0.19893526217851443,0.949417059614999,0.9341736288415406,0.9334058023289257,0.9214329545302423,0.9097544790975447,0.9091713892509355,0.9214329545302423,0.9097544790975447,0.9091713892509355,0.3069405330000023,0.09482218233333123,0.0174284510000006,0.015683998000009535
openml__bank-marketing__14965,rtdl_FTTransformer,223624.33333333334,0.17979207487812024,0.19418331631325525,0.19869848934821366,0.9477444949519772,0.9374515646296654,0.9336300112502163,0.9156913183777237,0.9113028091130281,0.9104985292642068,0.9156913183777237,0.9113028091130281,0.9104985292642068,297.27616366133225,1.0539854720009316,0.17342850300216617,0.17673783233355303
openml__bank-marketing__14965,rtdl_MLP,236538.66666666666,0.2051765032810153,0.21112619226738838,0.2130639309922996,0.9269234786442412,0.922465997525762,0.9199555052527982,0.9077101851793925,0.9088697190886972,0.9043794283449884,0.9077101851793925,0.9088697190886972,0.9043794283449884,90.2745223959998,0.3529740526670935,0.0950755050003143,0.09019965000078396
openml__bank-marketing__14965,rtdl_ResNet,251446.66666666666,0.19343207596682288,0.19815388317242244,0.198100192921539,0.9366568576025972,0.9326544703951098,0.9326997492842484,0.9111846454681528,0.9126299491262996,0.90850788446323,0.9111846454681528,0.9126299491262996,0.90850788446323,165.30967931100045,0.39182287333248195,0.09303208633324778,0.09134693866659893
openml__bank-marketing__9899,CatBoost,3108.0,0.1851714258646768,0.23567492533175496,0.24850698356821632,0.9447793201736688,0.8957692307692308,0.8843529269472666,0.9300469737710237,0.9063421828908554,0.8901993917964145,0.9300469737710239,0.9063421828908554,0.8901993917964145,1.7082011633333283,0.04313320233332967,0.010763036333329931,0.010575719000013766
openml__bank-marketing__9899,DANet,16573.666666666668,0.19712671210337107,0.27043503170576993,0.2769697357185441,0.9276234823439324,0.8754807692307692,0.8608257740686986,0.9127174823004772,0.9129793510324484,0.8872462833811952,0.9127174823004772,0.9129793510324484,0.8872462833811952,284.4061864593332,0.3188356183327414,0.046995184333961,0.04553550199974169
openml__bank-marketing__9899,DecisionTree,28864.333333333332,0.21968990357029672,0.7407470971687166,0.7041811785775204,0.8785439430907198,0.7763541666666667,0.7835002418964683,0.9206467145885172,0.896755162241888,0.8938867074306329,0.9206467145885172,0.896755162241888,0.8938867074306329,0.05403584300000044,0.020655802666666532,0.0031092339999998666,0.006122934333332233
openml__bank-marketing__9899,KNN,51783.0,0.25293788844547177,0.5090844982921265,0.5903368918997336,0.8705712194066861,0.8043910256410256,0.7798163098693761,0.8902303109374529,0.8915929203539822,0.8850371499085089,0.8902303109374529,0.8915929203539822,0.8850371499085089,0.008218495666667967,0.6876716193333318,0.15527944333333699,0.16314972433333466
openml__bank-marketing__9899,LightGBM,66412.0,0.07910241626176585,0.30024274904212506,0.3117841497676197,0.9920383693045564,0.8957932692307692,0.884086236090953,0.9750253432863331,0.9100294985250738,0.8872462833811952,0.9750253432863331,0.9100294985250738,0.8872462833811952,0.7644378376666694,0.03495558166666273,0.0048522103333325664,0.0038537013333286
openml__bank-marketing__9899,LinearModel,81312.0,0.29134399552185125,0.3018470143064072,0.3243378892250253,0.8168898060638029,0.8072275641025642,0.7670304184808902,0.8887557669738851,0.8842182890855458,0.8820938092168239,0.8887557669738851,0.8842182890855458,0.8820938092168239,0.046559975999999836,0.012017940666666468,0.0018071836666664666,0.0015122383333332665
openml__bank-marketing__9899,MLP,96226.33333333333,0.2527459039722105,0.27160037014962124,0.3041863068015182,0.8674335009156137,0.8540064102564102,0.8210957910014512,0.89382513784872,0.8967551622418878,0.8769348232367631,0.89382513784872,0.8967551622418878,0.8769348232367632,15.370958308000004,0.06100183299999997,0.04076411033333704,0.04065664300001254
openml__bank-marketing__9899,NODE,115166.0,0.21145898545892813,0.2653942684255606,0.27366848569062546,0.9117937014571035,0.8573557692307693,0.8589731494920175,0.9299526500554984,0.8923303834808259,0.8879935142315731,0.9299526500554983,0.8923303834808259,0.8879935142315731,352.46525083099976,0.6164795616671105,0.07904080233325313,0.07902082566636176
openml__bank-marketing__9899,RandomForest,123755.33333333333,0.13666114015087683,0.23576625109383728,0.2385459116206272,0.9812936327620596,0.8980448717948718,0.8943635099177553,0.9567753226936387,0.9056047197640118,0.8879918862776508,0.9567753226936387,0.9056047197640118,0.8879918862776508,0.464561164666667,0.08065233600000467,0.05150159233332846,0.05559652033333856
openml__bank-marketing__9899,STG,143374.66666666666,0.31515602601759357,0.32112743164197016,0.3317561158806787,0.834332617439702,0.8368990384615386,0.8078118952588292,0.8847005863005163,0.8930678466076696,0.8791504685251388,0.8847005863005163,0.8930678466076696,0.8791504685251388,54.158814734666066,0.016195522667354998,0.0026455949994973,0.0026580853332233666
openml__bank-marketing__9899,TabNet,167439.66666666666,0.23437484957590407,0.23120151202625935,0.2815426167710166,0.9027438295757625,0.9015064102564102,0.862173137397194,0.9047005781449937,0.90929203539823,0.8887244655427272,0.9047005781449938,0.90929203539823,0.8887244655427272,119.43843799066583,0.6468760896669513,0.08775841533414068,0.0867075253329403
openml__bank-marketing__9899,VIME,195505.33333333334,0.334447590363865,0.3363017082917654,0.3412581463144051,0.8179679579653584,0.8130128205128204,0.7905633164005805,0.8847004588704763,0.8856932153392331,0.8843045706434326,0.8847004588704763,0.8856932153392331,0.8843045706434326,26.9598658830002,0.06855647499989453,0.0457526739999636,0.04700689599988544
openml__bank-marketing__9899,XGBoost,209130.66666666666,0.05395136245262894,0.25410739303059227,0.2604783085126481,0.9996211828614032,0.8984935897435898,0.893346940009676,0.9921650659414777,0.9056047197640118,0.889461928669571,0.9921650659414777,0.9056047197640118,0.889461928669571,0.5400688046666696,0.024281255666667268,0.0064640840000057,0.003656395000004834
openml__bank-marketing__9899,rtdl_FTTransformer,223687.0,0.2297835313055531,0.2463650311024689,0.2710320278823773,0.8971688418495973,0.885224358974359,0.8548131349782294,0.8999080362888131,0.9048672566371682,0.8946111469260973,0.8999080362888131,0.9048672566371682,0.8946111469260973,26.286033816333504,0.1464971566667069,0.058317760666644326,0.05542386000009473
openml__bank-marketing__9899,rtdl_MLP,236636.33333333334,0.2330779472485802,0.24760745359236006,0.26605842650988826,0.8965132365261637,0.8820192307692308,0.8663404088050314,0.8982493049455904,0.9019174041297936,0.8857713571275078,0.8982493049455904,0.9019174041297936,0.8857713571275078,12.449141872000004,0.07518311133336883,0.05039124566659814,0.049277315999916
openml__bank-marketing__9899,rtdl_ResNet,251528.33333333334,0.21228128440362393,0.24134228717974437,0.2398981546433215,0.9189487718719255,0.8894551282051282,0.8889909893565554,0.9069121010012534,0.907079646017699,0.8975642553413167,0.9069121010012534,0.907079646017699,0.8975642553413167,14.741368277000012,0.08337326600000473,0.05016412566665917,0.0500152866666591
openml__banknote-authentication__10093,CatBoost,3188.6666666666665,0.036603839162842496,0.04493514624581076,0.04915331531429636,0.9999787114863244,1.0,0.9997870981477539,0.9972663758697203,1.0,0.995151451038471,0.9972663758697203,1.0,0.995151451038471,0.8688865056666722,0.010736271333326665,0.0079938010000096,0.0018350593333341667
openml__banknote-authentication__10093,DANet,16641.0,0.0193001114889732,0.018070208790803233,0.025660479051665967,0.9999730371009491,1.0,0.9997161308636718,0.9990875912408758,1.0,0.9951690821256038,0.9990875912408758,1.0,0.9951690821256038,25.774098309333336,0.0809722733333349,0.0318780220000031,0.0312540833333372
openml__banknote-authentication__10093,DecisionTree,28946.666666666668,9.992007221626417e-16,0.5029978014421573,0.836705785934048,1.0,0.9852528116117417,0.9765663226620949,1.0,0.9854367220282803,0.975774886279488,1.0,0.9854367220282803,0.975774886279488,0.0098979473333337,0.0016437693333335001,0.00035963599999970004,0.0014747106666664666
openml__banknote-authentication__10093,KNN,51870.0,0.0009833698733917667,0.0008980473575125997,0.0019908513681220997,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.002084981333333267,0.03802330699999997,0.013798088666666436,0.014337006999999999
openml__banknote-authentication__10093,LightGBM,66490.33333333333,0.027427276870545733,0.0460534217877954,0.06590493880904476,0.9999966406879871,0.9996451635795899,0.9976057879422849,0.9996964177292047,0.995151451038471,0.9903029020769422,0.9996964177292047,0.995151451038471,0.9903029020769422,0.20271815599999998,0.0053012143333332,0.0010351569999999333,0.0009122236666666332
openml__banknote-authentication__10093,LinearModel,81402.0,0.023739692465900335,0.0286938898206366,0.026649544808334497,0.9998025945060802,0.9999280989358642,1.0,0.9911886376591018,0.9854543531154131,0.9878874431397441,0.9911886376591018,0.9854543531154131,0.9878874431397441,0.019639070666666567,0.0008911600000000667,0.0003845119999999333,0.00026237999999993337
openml__banknote-authentication__10093,MLP,96309.0,0.00047465070104500006,0.00034686814673093335,0.00047382694759803335,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,11.256084558333333,0.04577341333333363,0.04177883033333407,0.0405566976666662
openml__banknote-authentication__10093,NODE,115202.0,0.15428528187289736,0.1543151467755868,0.15433949577688155,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,46.960251946666666,0.09032132533333477,0.0172394846666724,0.016867857333333267
openml__banknote-authentication__10093,RandomForest,123840.0,0.01795556963691757,0.0429876535440522,0.044464872380823396,0.9999966406879871,0.9993949105251954,0.9996769121014158,0.9996964177292047,0.995151451038471,0.9903029020769422,0.9996964177292047,0.995151451038471,0.9903029020769422,0.24944440666666642,0.050493389333333,0.0380205936666667,0.04370835066666717
openml__banknote-authentication__10093,SAINT,136930.0,3.0485532152083663e-05,1.9613228811181414e-05,1.549643438892309e-05,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,41.016020352666665,0.09702783833333223,0.05805016833333334,0.0611705793333262
openml__banknote-authentication__10093,STG,143448.0,0.010326640160769401,0.009072878628781601,0.008491841072281034,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,15.111902072,0.006755689333331767,0.0015596286666656667,0.0015212013333325
openml__banknote-authentication__10093,SVM,156054.0,0.0042539134393617005,0.0022051067785355334,0.0025923149417874333,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.14140423966666674,0.026894025999999866,0.003434270000000033,0.004822937666666399
openml__banknote-authentication__10093,TabNet,167517.0,0.0006237832831380666,3.902973604699893e-05,0.0766113827838552,1.0,1.0,0.9970903413526364,1.0,1.0,0.9975845410628019,1.0,1.0,0.9975845410628019,27.175655499,0.11721436633333106,0.025928475666669667,0.0262884736666677
openml__banknote-authentication__10093,VIME,195594.33333333334,0.33814335692739683,0.3461826222088409,0.3455860064373147,0.9999932629647418,1.0,1.0,0.9978718779595757,1.0,0.9975845410628019,0.9978718779595757,1.0,0.9975845410628019,11.716913881333388,0.048326060000060005,0.04250284699999907,0.04187974899999364
openml__banknote-authentication__10093,XGBoost,209209.33333333334,0.0101404169945417,0.027811586998481897,0.023544780281191603,1.0,0.9998571316517824,0.9999290327159179,1.0,0.995151451038471,0.995151451038471,1.0,0.995151451038471,0.995151451038471,0.4218833156666672,0.0027167640000000663,0.0006803993333330333,0.0006303683333327999
openml__banknote-authentication__10093,rtdl_FTTransformer,223770.0,0.0001951774357571957,0.00019371153662922356,0.00019415943033000967,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,13.972456043999998,0.0654177033333347,0.04939678066666764,0.048013089666667896
openml__banknote-authentication__10093,rtdl_MLP,236706.0,2.7936649842968263e-05,7.068697802700999e-06,1.4134380961804683e-05,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,9.861540188666668,0.05608478666666624,0.04950465133333157,0.048875831666668
openml__banknote-authentication__10093,rtdl_ResNet,251595.0,0.00022011756671573332,0.0002114395662334333,0.00021160314770700002,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,9.890410591,0.04842914899999797,0.03889942400000016,0.0387157523333338
openml__blood-transfusion-service-center__10101,CatBoost,3276.0,0.44838190991355464,0.4783104548905426,0.4843005253816612,0.8013652087966395,0.7504873294346979,0.7644574398960363,0.8076923076923078,0.7955555555555556,0.7555555555555555,0.8076923076923078,0.7955555555555556,0.7555555555555555,0.725200333999995,0.0201165830000012,0.0024424043333377,0.0012825273333334666
openml__blood-transfusion-service-center__10101,DANet,16739.0,0.46292599075455154,0.4775952040818003,0.4748838087207534,0.7665142904208878,0.7517868745938922,0.7524366471734893,0.7982162764771461,0.8177777777777777,0.7688888888888888,0.7982162764771461,0.8177777777777778,0.7688888888888888,30.456943308999726,0.05567381500005903,0.039974220000014264,0.0401824120002037
openml__blood-transfusion-service-center__10101,DecisionTree,29039.666666666668,0.40582130756746376,1.9375802642192417,1.2363814403758357,0.8045903344040853,0.683885640025991,0.710688758934373,0.8188405797101449,0.8000000000000002,0.7644444444444445,0.818840579710145,0.8000000000000002,0.7644444444444445,0.005968106999999834,0.0019503899999998332,0.00038986166666630005,0.0002613109999997
openml__blood-transfusion-service-center__10101,KNN,51966.333333333336,0.47142206591397073,0.816210663359093,0.6696883752636015,0.7513307182274936,0.6439246263807669,0.652046783625731,0.7814938684503902,0.7733333333333333,0.7511111111111112,0.7814938684503902,0.7733333333333333,0.7511111111111112,0.0009536776666667334,0.020862404000000067,0.013559338666666398,0.019387106333333234
openml__blood-transfusion-service-center__10101,LightGBM,66587.66666666667,0.7698925883303929,0.7586384136492005,0.711044878145465,0.7580589531340087,0.7512995451591943,0.7454515919428201,0.7826086956521738,0.8222222222222223,0.7688888888888888,0.782608695652174,0.8222222222222221,0.7688888888888888,0.017454282666667032,0.0009439219999999,0.0005471316666666333,0.00040814399999963336
openml__blood-transfusion-service-center__10101,LinearModel,81492.0,0.4703015605915994,0.5090398483299449,0.47381962655031407,0.7547823490651512,0.7361923326835608,0.7660818713450293,0.7814938684503902,0.751111111111111,0.7644444444444445,0.7814938684503902,0.751111111111111,0.7644444444444445,0.022950848666666763,0.00043845899999996664,0.00024803466666670004,0.0001582456666667
openml__blood-transfusion-service-center__10101,MLP,96405.0,0.5635132565795322,0.5681479851438538,0.5684941394492206,0.7088893007165801,0.7017543859649124,0.7128005198180637,0.7759197324414716,0.7955555555555556,0.7466666666666667,0.7759197324414716,0.7955555555555556,0.7466666666666667,4.127755767666703,0.048320134000032704,0.04491178166670903,0.044214230666638536
openml__blood-transfusion-service-center__10101,NODE,115291.33333333333,0.5101628416490928,0.5114125449127621,0.5247561526298523,0.7447594926282844,0.7436647173489278,0.7322936972059778,0.7948717948717948,0.7999999999999999,0.7644444444444445,0.7948717948717948,0.7999999999999999,0.7644444444444445,57.206441031666884,0.19658274366681874,0.0481892190002047,0.0481025186665012
openml__blood-transfusion-service-center__10101,RandomForest,123929.0,0.3553048779803203,0.6685350238431629,0.6475071665865101,0.879190346758916,0.7059779077322937,0.6983430799220273,0.8567447045707915,0.7999999999999999,0.7422222222222222,0.8567447045707915,0.7999999999999999,0.7422222222222222,0.26327573433333157,0.049525076666666334,0.03435696333333466,0.03807962166666717
openml__blood-transfusion-service-center__10101,SAINT,136991.33333333334,0.47598332808734045,0.47197602884636985,0.4760966795848476,0.7467877440079072,0.7527615334632879,0.7573099415204677,0.7814938684503902,0.8088888888888889,0.7733333333333333,0.7814938684503904,0.8088888888888889,0.7733333333333333,39.96749756699986,0.11694055266677117,0.07695100866688637,0.0774442376662894
openml__blood-transfusion-service-center__10101,STG,143540.33333333334,0.47897369280891494,0.504529946686493,0.5224738654163149,0.710088748867474,0.6882716049382717,0.686809616634178,0.7898550724637682,0.7866666666666666,0.7555555555555555,0.7898550724637682,0.7866666666666666,0.7555555555555555,9.613831788333322,0.0035836656666164667,0.0010707876666924668,0.0010584686666513666
openml__blood-transfusion-service-center__10101,SVM,156144.33333333334,0.5229545109183696,0.6557068288141181,0.6822793420097311,0.6619512396013508,0.6608187134502924,0.6403508771929824,0.7736900780379042,0.7644444444444445,0.7511111111111112,0.7736900780379042,0.7644444444444445,0.7511111111111112,62.71445330566712,0.04241734599963814,0.004249858666904934,0.006799015334157333
openml__blood-transfusion-service-center__10101,TabNet,167631.0,0.824808348638325,0.488171975567373,0.8388951489039645,0.7204642327650111,0.7748538011695906,0.6913580246913581,0.7681159420289855,0.8488888888888889,0.7511111111111112,0.7681159420289855,0.8488888888888888,0.7511111111111112,12.519812876000174,0.06250222699983014,0.012348073333290166,0.012154698000093334
openml__blood-transfusion-service-center__10101,TabPFNModel,178581.0,0.43685264182365274,0.48907373606744736,0.47935255803995663,0.7971542706531588,0.7511371020142951,0.7742040285899936,0.8138238573021183,0.7822222222222223,0.7822222222222223,0.8138238573021183,0.7822222222222223,0.7822222222222223,0.0006164576666667999,0.6590861590000004,0.31285629466666676,0.3159220676666668
openml__blood-transfusion-service-center__10101,VIME,195682.0,0.5423828812945247,0.5377048572566774,0.5444730769925648,0.653169014084507,0.6669915529564653,0.6829109811565952,0.7642140468227425,0.7644444444444445,0.7600000000000001,0.7642140468227425,0.7644444444444445,0.7600000000000001,9.73679832366664,0.0433388100000596,0.04225325699998683,0.0414974846666673
openml__blood-transfusion-service-center__10101,XGBoost,209303.33333333334,0.42750777497289566,0.5144549751944012,0.5018811759021546,0.862776439337781,0.6952566601689409,0.7532488628979858,0.8405797101449276,0.7955555555555556,0.7555555555555555,0.8405797101449276,0.7955555555555556,0.7555555555555555,0.3756146816666662,0.0013122346666659,0.0009637246666659334,0.001088492
openml__blood-transfusion-service-center__10101,rtdl_FTTransformer,223882.0,0.4673029296401236,0.4623741843137476,0.4699741784152058,0.7619069681245367,0.7683560753736192,0.7654320987654321,0.7943143812709031,0.8177777777777777,0.7866666666666666,0.7943143812709031,0.8177777777777777,0.7866666666666666,7.26492688466674,0.061216881666733,0.05706408233335,0.05446891166674084
openml__blood-transfusion-service-center__10101,rtdl_MLP,236805.66666666666,0.5932926681531757,0.5766966446592576,0.5969927005387015,0.6168509595585207,0.6296296296296297,0.564977257959714,0.7725752508361204,0.7733333333333333,0.7466666666666667,0.7725752508361204,0.7733333333333333,0.7466666666666667,5.052286703333334,0.0482917096666485,0.046558889333306035,0.04594364600002734
openml__blood-transfusion-service-center__10101,rtdl_ResNet,251696.33333333334,0.45984241344066984,0.47106225584374944,0.4782897566051947,0.7710340993328392,0.7625081221572451,0.778427550357375,0.7954292084726867,0.8088888888888889,0.7555555555555555,0.7954292084726867,0.8088888888888889,0.7555555555555555,6.306329548333314,0.05208796966667723,0.0493551406667099,0.04886543200001366
openml__blood-transfusion-service-center__145836,CatBoost,3366.0,0.44838190991355464,0.4783104548905426,0.4843005253816612,0.8013652087966395,0.7504873294346979,0.7644574398960363,0.8076923076923078,0.7955555555555556,0.7555555555555555,0.8076923076923078,0.7955555555555556,0.7555555555555555,0.7192720876666728,0.018699245333337534,0.0025041630000058337,0.0012942439999955333
openml__blood-transfusion-service-center__145836,DANet,16823.333333333332,0.5328070166518957,0.5260520305877758,0.5668353617439666,0.6345338110534552,0.6640675763482782,0.5802469135802469,0.7859531772575251,0.8177777777777777,0.7555555555555555,0.7859531772575251,0.8177777777777777,0.7555555555555555,23.525747789666735,0.04304907799988433,0.03297028833361767,0.03236192166676703
openml__blood-transfusion-service-center__145836,DecisionTree,29129.0,0.45315124045941196,0.7777564423949959,0.6268055748799167,0.7634127131208303,0.7069525666016894,0.7210851202079273,0.7982162764771461,0.7955555555555556,0.7866666666666666,0.7982162764771461,0.7955555555555556,0.7866666666666666,0.0029645933333335,0.0012146759999998333,0.00033433566666663336,0.0002515813333329667
openml__blood-transfusion-service-center__145836,KNN,52056.333333333336,0.47142206591397073,0.816210663359093,0.6696883752636015,0.7513307182274936,0.6439246263807669,0.652046783625731,0.7814938684503902,0.7733333333333333,0.7511111111111112,0.7814938684503902,0.7733333333333333,0.7511111111111112,0.0011700243333330332,0.0455321630000001,0.0107643626666667,0.0164612129999997
openml__blood-transfusion-service-center__145836,LightGBM,66677.66666666667,0.7698925883303929,0.7586384136492005,0.711044878145465,0.7580589531340087,0.7512995451591943,0.7454515919428201,0.7826086956521738,0.8222222222222223,0.7688888888888888,0.782608695652174,0.8222222222222221,0.7688888888888888,0.0254763429999993,0.0010354566666664333,0.0005173526666671333,0.00048597033333303333
openml__blood-transfusion-service-center__145836,LinearModel,81582.0,0.4703015605915994,0.5090398483299449,0.47381962655031407,0.7547823490651512,0.7361923326835608,0.7660818713450293,0.7814938684503902,0.751111111111111,0.7644444444444445,0.7814938684503902,0.751111111111111,0.7644444444444445,0.0219201886666667,0.00040646566666669993,0.00015647299999986666,0.00012045966666683204
openml__blood-transfusion-service-center__145836,MLP,96499.66666666667,0.5082553321786245,0.5210502900518098,0.5082658772598047,0.7268218227493617,0.6994801819363223,0.7183235867446394,0.7787068004459309,0.7866666666666666,0.7555555555555555,0.7787068004459309,0.7866666666666666,0.7555555555555555,7.426861630333392,0.04655819466666833,0.043150131333301034,0.04313415300000987
openml__blood-transfusion-service-center__145836,NODE,115381.33333333333,0.5101628416490928,0.5114125449127621,0.5247561526298523,0.7447594926282844,0.7436647173489278,0.7322936972059778,0.7948717948717948,0.7999999999999999,0.7644444444444445,0.7948717948717948,0.7999999999999999,0.7644444444444445,56.94317126699965,0.19476866533351725,0.0541840693335326,0.050588333332790066
openml__blood-transfusion-service-center__145836,RandomForest,124016.66666666667,0.3947584735779273,0.9477519263500583,0.6496559914851184,0.8375777324767317,0.7025666016894087,0.7155620532813515,0.8288740245261984,0.8088888888888889,0.7644444444444445,0.8288740245261984,0.8088888888888889,0.7644444444444445,0.09598340033333307,0.0292844053333333,0.02153779166666703,0.024318027000000464
openml__blood-transfusion-service-center__145836,SAINT,137083.0,0.48708913437274587,0.47080002054572107,0.4807330993811289,0.7381187711061692,0.746588693957115,0.7446393762183235,0.7647714604236344,0.7955555555555556,0.7511111111111112,0.7647714604236344,0.7955555555555556,0.7511111111111112,63.34670347833359,0.1494263669998569,0.08228381833335634,0.081379946333224
openml__blood-transfusion-service-center__145836,STG,143642.0,0.45160106563818125,0.5025460407386223,0.5338157060038712,0.7768048348570957,0.7244964262508122,0.7137751786874594,0.7959866220735786,0.791111111111111,0.7466666666666667,0.7959866220735785,0.791111111111111,0.7466666666666667,9.441685404666522,0.0037008143333730668,0.0010636953333028668,0.0010331066666585
openml__blood-transfusion-service-center__145836,SVM,156228.66666666666,0.5497192260304086,0.54003032033619,0.5496488182582635,0.5655423770694341,0.6257309941520468,0.5769980506822613,0.7630992196209588,0.7644444444444445,0.7600000000000001,0.7630992196209588,0.7644444444444445,0.7600000000000001,55.77307532666722,0.04532992766689853,0.0028884773334235335,0.0067972720001610335
openml__blood-transfusion-service-center__145836,TabNet,167721.0,0.824808348638325,0.488171975567373,0.8388951489039645,0.7204642327650111,0.7748538011695906,0.6913580246913581,0.7681159420289855,0.8488888888888889,0.7511111111111112,0.7681159420289855,0.8488888888888888,0.7511111111111112,12.45461883299985,0.060653513666693436,0.012060919666585734,0.012003061666632633
openml__blood-transfusion-service-center__145836,TabPFNModel,178671.0,0.43685264182365274,0.48907373606744736,0.47935255803995663,0.7971542706531588,0.7511371020142951,0.7742040285899936,0.8138238573021183,0.7822222222222223,0.7822222222222223,0.8138238573021183,0.7822222222222223,0.7822222222222223,0.00047397333333340004,0.641680869333333,0.29195090966666665,0.30127135533333355
openml__blood-transfusion-service-center__145836,VIME,195772.66666666666,0.5816420924687838,0.5566106358584431,0.59013756705655,0.6085243184251709,0.6345029239766081,0.5425601039636128,0.7647714604236344,0.7644444444444445,0.7600000000000001,0.7647714604236344,0.7644444444444445,0.7600000000000001,7.9713669733332715,0.047273608333304795,0.044916182333359665,0.0454070399999899
openml__blood-transfusion-service-center__145836,XGBoost,209393.33333333334,0.42750777497289566,0.5144549751944012,0.5018811759021546,0.862776439337781,0.6952566601689409,0.7532488628979858,0.8405797101449276,0.7955555555555556,0.7555555555555555,0.8405797101449276,0.7955555555555556,0.7555555555555555,0.37411513499999954,0.0013909593333335333,0.0005862693333322333,0.0011503173333339
openml__blood-transfusion-service-center__145836,rtdl_FTTransformer,223963.66666666666,0.4663306625794574,0.4633282671703232,0.4725102089345455,0.7586972860555145,0.7667316439246264,0.7833008447043536,0.7870680044593089,0.8177777777777777,0.7822222222222223,0.7870680044593089,0.8177777777777777,0.7822222222222223,8.897351150666585,0.05858072966672497,0.0505068509999091,0.05002807133344803
openml__blood-transfusion-service-center__145836,rtdl_MLP,236892.66666666666,0.5118108462821856,0.5056835094156366,0.49523473416895136,0.7105005765587679,0.6985055230669266,0.7339181286549707,0.7681159420289855,0.7777777777777778,0.7511111111111112,0.7681159420289855,0.7777777777777778,0.7511111111111112,6.1223488966666615,0.0492433819999765,0.042766679333319936,0.04379464033334437
openml__blood-transfusion-service-center__145836,rtdl_ResNet,251791.66666666666,0.4619947605166239,0.46768677555024624,0.47562362041945255,0.7671577711885348,0.7608836907082521,0.790448343079922,0.7909698996655519,0.8044444444444444,0.7644444444444445,0.7909698996655519,0.8044444444444444,0.7644444444444445,4.650600725333316,0.04702855233332783,0.042637866000000905,0.0423757763333417
openml__breast-cancer__145799,CatBoost,3459.0,0.47355766055685095,0.5162844152000773,0.5642967186092692,0.8168172598370952,0.7685185185185185,0.671957671957672,0.7894736842105262,0.8045977011494253,0.7701149425287356,0.7894736842105262,0.8045977011494253,0.7701149425287356,1.0698505586666613,0.011196347666669333,0.0010522426666682667,0.0014579556666704666
openml__breast-cancer__145799,DANet,16916.333333333332,0.16969816910476107,0.6399713855699315,1.1717181089101276,0.9815504166462173,0.7777777777777777,0.6129629629629629,0.9283625730994153,0.8735632183908045,0.6781609195402298,0.9283625730994153,0.8735632183908045,0.6781609195402298,20.65695740666661,0.04877483733336396,0.043112906666692596,0.0428175820000736
openml__breast-cancer__145799,DecisionTree,29226.333333333332,0.28041486034061835,5.791510093352312,5.863399269163106,0.880126575289428,0.6935185185185185,0.6121031746031745,0.8698830409356725,0.7701149425287356,0.7241379310344828,0.8698830409356725,0.7701149425287358,0.7241379310344828,0.016782521666666633,0.0021526606666668,0.0007575453333332334,0.0002328136666664667
openml__breast-cancer__145799,KNN,52148.0,0.5202220339298625,0.5720462854846872,0.5943806275077438,0.7471871864417409,0.6916666666666668,0.6413359788359788,0.7309941520467836,0.7471264367816092,0.7126436781609194,0.7309941520467836,0.7471264367816092,0.7126436781609197,0.0009907283333338665,0.022687354333333035,0.010813397666667,0.0169497970000005
openml__breast-cancer__145799,LightGBM,66756.66666666667,3.462208892470995,2.3451502529309645,4.498732990465442,0.7623029823139508,0.7870370370370371,0.628968253968254,0.72953216374269,0.7931034482758621,0.7126436781609194,0.72953216374269,0.7931034482758621,0.7126436781609194,0.059785263333333505,0.0013237396666667001,0.0007447843333334333,0.0007971486666656667
openml__breast-cancer__145799,LinearModel,81672.0,0.5279907629036362,0.5238464153264951,0.572369010328358,0.7411793675938902,0.7611111111111111,0.6653439153439153,0.7587719298245613,0.735632183908046,0.7471264367816092,0.7587719298245613,0.735632183908046,0.7471264367816092,0.01914653900000007,0.0008205289999999667,0.00023009733333336665,0.00019214100000010002
openml__breast-cancer__145799,MLP,96584.33333333333,0.5641207005324834,0.5607578553173734,0.6072433435026257,0.6532564729331057,0.6092592592592593,0.5949735449735449,0.7280701754385964,0.7931034482758621,0.7126436781609197,0.7280701754385964,0.7931034482758621,0.7126436781609197,5.4587682486666935,0.041001256999989466,0.0416939563333625,0.041257387666664834
openml__breast-cancer__145799,NODE,115473.66666666667,0.47508131211612653,0.5293975880091218,0.5705368991555839,0.821277873170683,0.7685185185185185,0.7148148148148148,0.8567251461988304,0.7816091954022988,0.7241379310344828,0.8567251461988303,0.7816091954022988,0.7241379310344828,43.08676667666638,0.08256492233325234,0.058179978000074066,0.055307541666782804
openml__breast-cancer__145799,RandomForest,124102.66666666667,0.38567196710793966,0.8824317229477247,1.334363423656316,0.8802839693226415,0.762037037037037,0.5966269841269841,0.8421052631578947,0.8160919540229884,0.7471264367816092,0.8421052631578947,0.8160919540229884,0.7471264367816093,0.103382975999999,0.0321282939999994,0.030195439,0.03150882666666747
openml__breast-cancer__145799,SAINT,137168.33333333334,0.3859821705430833,0.501311212435536,0.607077003467357,0.8778432747206605,0.7777777777777777,0.6845238095238096,0.8523391812865496,0.8275862068965517,0.7241379310344828,0.8523391812865496,0.8275862068965517,0.7241379310344828,13.095287064000104,0.0691541853333094,0.067374022333355,0.06745838833328456
openml__breast-cancer__145799,STG,143728.66666666666,0.4710471160418479,0.5485291153931156,0.5652648696526029,0.7947222549792143,0.7888888888888889,0.6968253968253967,0.7792397660818713,0.8160919540229884,0.735632183908046,0.7792397660818713,0.8160919540229884,0.735632183908046,4.0379485790000444,0.0022302966666908,0.0009385886667132,0.0008892783333369999
openml__breast-cancer__145799,SVM,156324.66666666666,0.4932655442298308,0.5679377101383377,0.5555772877732138,0.8330457856406676,0.6759259259259259,0.6862433862433862,0.7646198830409356,0.7701149425287356,0.735632183908046,0.7646198830409356,0.7701149425287356,0.735632183908046,0.05981950499999947,0.011785744000000967,0.0010920996666673665,0.0011343380000006667
openml__breast-cancer__145799,TabNet,167801.0,0.896852965314405,0.5646764326668953,0.8303696185282425,0.6499738076606373,0.8703703703703703,0.7176587301587302,0.7032163742690059,0.8735632183908045,0.7126436781609197,0.7032163742690059,0.8735632183908045,0.7126436781609197,7.5505046200000265,0.040436307666595867,0.019037319666646534,0.0186787856667175
openml__breast-cancer__145799,TabPFNModel,178761.0,0.433421888285213,0.518986495618505,0.5495166366641548,0.8645012543466445,0.7722222222222221,0.724074074074074,0.8230994152046783,0.7471264367816092,0.7701149425287356,0.8230994152046783,0.7471264367816092,0.7701149425287356,0.0005764946666666666,0.548887879666666,0.22229517433333376,0.2212304866666669
openml__breast-cancer__145799,VIME,195864.33333333334,0.5489015726492419,0.5709390378203886,0.5774908738917318,0.7660272520753922,0.7333333333333334,0.6808201058201058,0.7324561403508771,0.735632183908046,0.7126436781609197,0.7324561403508772,0.735632183908046,0.7126436781609197,5.4731013233333385,0.0401116023333507,0.03815846766665956,0.0385782953333067
openml__breast-cancer__145799,XGBoost,209483.33333333334,0.3836147369264096,0.6200870465401603,0.6428473593517282,0.8741135929550276,0.7351851851851853,0.644510582010582,0.8538011695906432,0.7816091954022989,0.7011494252873564,0.8538011695906432,0.7816091954022989,0.7011494252873564,0.08548414133333414,0.0013448733333340666,0.0010277150000004666,0.0011407116666669332
openml__breast-cancer__145799,rtdl_FTTransformer,224056.0,0.5059633855190542,0.4521515766779582,0.5760909818198489,0.7681721382582883,0.8092592592592592,0.7314814814814815,0.7675438596491228,0.8505747126436782,0.7241379310344828,0.7675438596491228,0.8505747126436782,0.7241379310344828,4.016124004333297,0.05962746533333527,0.05809915500001727,0.0582578106666555
openml__breast-cancer__145799,rtdl_MLP,236980.0,0.2597276366507895,0.5002439735622599,0.851189911615066,0.9378156997711479,0.8018518518518518,0.6560846560846562,0.8961988304093568,0.8160919540229884,0.6781609195402298,0.8961988304093568,0.8160919540229884,0.6781609195402298,3.8218806409999915,0.048599583666660395,0.04740945466668353,0.04637226599999813
openml__breast-cancer__145799,rtdl_ResNet,251885.66666666666,0.2379907048705622,0.47869609911048294,0.6514188851278018,0.9759144767576076,0.8296296296296296,0.6496031746031746,0.9195906432748538,0.8505747126436782,0.7241379310344828,0.9195906432748538,0.8505747126436782,0.7241379310344828,3.200250661999997,0.0451032039999835,0.0439601886666925,0.044466741999994897
openml__breast-w__15,CatBoost,3546.3333333333335,0.0502855381574318,0.08363393553737673,0.08946266874984014,0.9990043130703965,0.9918478260869565,0.9912439613526569,0.985092426952892,0.980952380952381,0.9761904761904763,0.985092426952892,0.980952380952381,0.9761904761904763,0.6658044630000038,0.007113758333338966,0.0019163653333251999,0.0016021023333383
openml__breast-w__15,DANet,17001.0,0.14512330204898252,0.11687452303234573,0.15146241946772313,0.9961163490850063,0.9963768115942028,0.9948671497584541,0.962432915921288,0.9904761904761905,0.9666666666666667,0.962432915921288,0.9904761904761905,0.9666666666666667,14.731778867333333,0.03576641299999863,0.029500947999999,0.029661506666665564
openml__breast-w__15,DecisionTree,29307.666666666668,0.06053057809989906,0.3815195187498128,0.9031884037754306,0.9911072416168824,0.9809782608695653,0.9559178743961351,0.9773404889683959,0.9761904761904763,0.9571428571428572,0.9773404889683959,0.9761904761904763,0.9571428571428572,0.004310284,0.0005784843333336334,0.0004897323333331666,0.0001859430000003667
openml__breast-w__15,KNN,52234.0,0.06739273254192463,0.2213147543255779,0.07077186994996633,0.9962531970516341,0.9921497584541062,0.99381038647343,0.971973762671437,0.980952380952381,0.9714285714285714,0.971973762671437,0.980952380952381,0.9714285714285714,0.0013170120000001336,0.0227113026666662,0.009822409666666665,0.012558458333333166
openml__breast-w__15,LightGBM,66850.66666666667,0.14552823268452003,0.1765378063119508,0.18778822059861042,0.9971757411025228,0.9966787439613527,0.9972826086956522,0.975551580202743,0.980952380952381,0.9619047619047619,0.975551580202743,0.980952380952381,0.9619047619047619,0.11963195933333337,0.0022022006666665337,0.0009369636666667,0.0014716629999997335
openml__breast-w__15,LinearModel,81762.0,0.08340991129566692,0.08178346882043114,0.09533574887920904,0.9956538973357117,0.9957729468599034,0.9948671497584541,0.9672033392963625,0.9761904761904763,0.9714285714285714,0.9672033392963625,0.9761904761904763,0.9714285714285714,0.021585033999999902,0.0007847639999999334,0.00044930000000006665,0.00021803100000000001
openml__breast-w__15,MLP,96671.33333333333,0.05991917438702684,0.09265613984099659,0.12871623816243166,0.9978104325339524,0.9933574879227054,0.9785628019323672,0.9785330948121646,0.9857142857142858,0.9666666666666667,0.9785330948121646,0.9857142857142858,0.9666666666666667,9.839492357333308,0.045974805666688164,0.04387322166667686,0.04473501500000407
openml__breast-w__15,NODE,115566.0,0.2827680538595611,0.27646221773965013,0.2782260020573934,0.9937899336523307,0.9933574879227054,0.9921497584541062,0.97376267143709,0.980952380952381,0.9761904761904763,0.97376267143709,0.980952380952381,0.9761904761904763,39.737676424666006,0.14133251866693539,0.044099959000189835,0.043873500999879377
openml__breast-w__15,RandomForest,124195.0,0.06073451381086917,0.074629801040895,0.10038671887628393,0.9978151514293533,0.9975845410628019,0.9892814009661836,0.9838998211091234,0.9857142857142858,0.9761904761904763,0.9838998211091234,0.9857142857142858,0.9761904761904763,0.17210644566666855,0.03646734100000037,0.029781864333332367,0.02696141466666663
openml__breast-w__15,SAINT,137242.66666666666,0.09784429802360957,0.07044627682208505,0.08403060831409497,0.9917230574667082,0.9936594202898551,0.991243961352657,0.9672033392963626,0.9857142857142858,0.9761904761904763,0.9672033392963626,0.9857142857142858,0.9761904761904763,18.340035355333395,0.08425117766660972,0.061482806333374364,0.06297175266666831
openml__breast-w__15,STG,143809.0,0.200117539460121,0.2141182393721205,0.23953423637652857,0.9911048821691818,0.9906400966183574,0.9915458937198068,0.9642218246869408,0.9857142857142858,0.9666666666666668,0.9642218246869408,0.9857142857142858,0.9666666666666668,8.786395026333288,0.003564569333329067,0.001044063666652,0.0010429553333288334
openml__breast-w__15,SVM,156404.0,0.06495307803721734,0.0897960131171102,0.0702348565703198,0.996956312466378,0.9885265700483092,0.9975845410628019,0.9838998211091234,0.980952380952381,0.9761904761904763,0.9838998211091234,0.980952380952381,0.9761904761904763,0.06293654433333253,0.012894491333333633,0.0014043763333334333,0.004331447999999367
openml__breast-w__15,TabNet,167886.66666666666,0.11106048236523375,0.04343954850879587,0.29824873909857974,0.9959771416706777,0.9984903381642511,0.9855072463768115,0.968395945140131,0.9904761904761905,0.9619047619047619,0.968395945140131,0.9904761904761905,0.9619047619047619,14.56535903799985,0.06883016700007256,0.013894561666719533,0.014068781333295468
openml__breast-w__15,TabPFNModel,178851.0,0.024890194764088897,0.06929844930812444,0.07065166361363866,0.9999009031965796,0.9954710144927535,0.9951690821256038,0.9928443649373881,0.9714285714285715,0.9761904761904763,0.9928443649373881,0.9714285714285715,0.9761904761904763,0.0004875896666668667,1.1422112546666667,0.6043636123333336,0.6164855660000003
openml__breast-w__15,VIME,195954.33333333334,0.21753290321341376,0.19952928937439407,0.2233433563705711,0.9939975650499729,0.9951690821256038,0.9924516908212561,0.9582587954680978,0.9904761904761905,0.9714285714285715,0.9582587954680978,0.9904761904761905,0.9714285714285715,5.777488949333322,0.043759634333317365,0.040986550999984134,0.03987733899998597
openml__breast-w__15,XGBoost,209569.0,0.05746960159403724,0.10905090993106736,0.1205357917770189,0.9996484422926283,0.9951690821256038,0.9918478260869567,0.9910554561717352,0.9761904761904763,0.9619047619047619,0.9910554561717352,0.9761904761904763,0.9619047619047619,0.0948412709999996,0.0013086736666664334,0.0005438403333335,0.0005514820000002333
openml__breast-w__15,rtdl_FTTransformer,224130.0,0.09775143443147512,0.052278305401393575,0.15866815624176522,0.9963192615872476,0.9978864734299516,0.9924516908212562,0.9654144305307096,0.9904761904761905,0.9619047619047619,0.9654144305307096,0.9904761904761905,0.9619047619047619,6.379355395666667,0.05861151266666784,0.04711089866666577,0.04558909600000103
openml__breast-w__15,rtdl_MLP,237066.66666666666,0.03818513888193217,0.07116238946978563,0.11561358306700657,0.9992780090036524,0.9918478260869565,0.9915458937198066,0.9862850327966607,0.9857142857142858,0.9714285714285715,0.9862850327966607,0.9857142857142858,0.9714285714285715,3.8865660109999975,0.046338424333348095,0.04308226266667007,0.042651384666669366
openml__breast-w__15,rtdl_ResNet,251955.33333333334,0.03130688584664553,0.06776201291619101,0.08305877378122883,0.9994195758656813,0.9942632850241546,0.9939613526570047,0.9898628503279666,0.980952380952381,0.9666666666666667,0.9898628503279666,0.980952380952381,0.9666666666666667,4.855378716999991,0.0476431739999861,0.04341529933333743,0.043335994333299065
openml__car-evaluation__146192,CatBoost,3633.0,0.020690235102584432,0.0373073602845887,0.0404609048543476,1.0,0.999479476752204,0.9997964997964998,0.9997588036661842,0.998073217726397,0.998073217726397,0.9997596927578144,0.9981249322289786,0.9981249322289786,2.5067407166666515,0.012414968666711533,0.0018695593333089,0.0018203500000159665
openml__car-evaluation__146192,DANet,17091.0,0.013760270787647166,0.01649571968615887,0.02625470991080803,0.9999809772321586,1.0,0.9991631544661846,0.9983116256632899,1.0,0.9922928709055877,0.998310020658681,1.0,0.9925170710697225,50.382368224333334,0.08052300166665789,0.031155845666662633,0.030634647666670834
openml__car-evaluation__146192,DecisionTree,29410.333333333332,0.0136511231454262,1.072780714452663,0.9425777684763735,0.9997691804492645,0.9638829184283729,0.966945091945092,0.9925229136517125,0.9672447013487475,0.9633911368015414,0.9925363379078926,0.9673135419700044,0.9633644378805496,0.0028630436666669,0.0015071536666664334,0.000304496,0.0002738253333340333
openml__car-evaluation__146192,KNN,52335.333333333336,0.27547798689170305,0.30259847893395314,0.304587072998965,0.9877760674417683,0.9833420647814588,0.9773603921331194,0.9503135552339605,0.9499036608863198,0.9190751445086706,0.9463300660919302,0.9469930239352778,0.9084641265619527,0.0035334510000026333,0.11713346000000034,0.018251426999997933,0.017578318666667234
openml__car-evaluation__146192,LightGBM,66935.0,6.795835329167492e-05,0.003796741410074233,0.008159471629310234,1.0,1.0,0.9999882272609545,1.0,1.0,0.9942196531791908,1.0,1.0,0.9941898540310774,1.64089904166667,0.23872137266666693,0.0298848656666678,0.031338909999998436
openml__car-evaluation__146192,LinearModel,81852.0,0.20260455044310918,0.198002248538267,0.20324877891646623,0.9814732766994066,0.9828210510028693,0.9779220498917468,0.9201640135069947,0.928709055876686,0.928709055876686,0.9173190680653417,0.9269470343687258,0.9245309810044925,0.0157079076666666,0.003186837999999933,0.0005153223333332333,0.00038837899999996666
openml__car-evaluation__146192,MLP,96764.66666666667,0.0155811670316827,0.0755905086121862,0.039485329006091,0.9999157686490575,0.9990724763452037,0.9997224997224997,0.9985528219971056,0.9942196531791908,0.9922928709055877,0.9985552108040889,0.994259963568004,0.9923848957969823,8.251378462333378,0.04988187399995536,0.04395734166663103,0.043399303666622736
openml__car-evaluation__146192,NODE,115625.33333333333,0.27726386484608695,0.286514217166772,0.28775150582969533,0.9999467801310451,0.9994920904011814,0.9992532719805447,0.9987940183309213,0.9942196531791908,0.9922928709055877,0.9987952251973966,0.994259963568004,0.9923848957969823,152.262741984,0.4252631889999445,0.06312371266665194,0.0617589740000331
openml__car-evaluation__146192,RandomForest,124298.0,0.0928078797392875,0.1847864715334335,0.1808756113861885,0.9999999062220541,0.994748797779101,0.99454263469415,1.0,0.9653179190751445,0.9653179190751443,1.0,0.9655087647816915,0.9654823341632589,0.15108479400000022,0.03349383499999917,0.0241831956666646,0.023714144666668564
openml__car-evaluation__146192,SAINT,137301.0,7.268054273320945e-05,0.0001763141136981955,0.008902035888782722,1.0,1.0,0.9999882272609545,1.0,1.0,0.998073217726397,1.0,1.0,0.9980814150773166,74.09925932633332,0.13790998000000812,0.0624532039999934,0.06458412899999637
openml__car-evaluation__146192,STG,143901.66666666666,0.012621458127993299,0.020535853990410968,0.022653394935598564,1.0,1.0,0.9999941136304772,1.0,1.0,0.9961464354527939,1.0,1.0,0.9962067998341504,20.68600283533336,0.0073642760000135,0.0015500603333293665,0.0016668886668564
openml__car-evaluation__146192,SVM,156493.0,0.0037929764282283,0.010484338108652333,0.013488796657542866,1.0,1.0,1.0,1.0,1.0,0.998073217726397,1.0,1.0,0.9980113055403902,0.4261872829999997,0.06393895200000084,0.008320474333335832,0.008188437666665467
openml__car-evaluation__146192,TabNet,167967.0,0.0028010037568314667,0.0014851856296403336,0.015018592435955866,0.9999997186661624,1.0,0.9999882272609545,0.9992764109985529,1.0,0.9961464354527939,0.9992768302173264,1.0,0.996199483889486,58.63008693266667,0.1683290470000003,0.03023200400000307,0.030267275999998764
openml__car-evaluation__146192,VIME,196041.0,5.0777439473336905,5.095491389318942,5.118356552082918,0.5649530173038306,0.5629450515814152,0.5570266574054453,0.7004341534008683,0.6994219653179191,0.6994219653179191,0.577038519567694,0.5757146789351579,0.5757146789351579,6.072961736666667,0.05077982633333333,0.042694200333332995,0.0416580629999998
openml__car-evaluation__146192,XGBoost,209659.33333333334,0.007929518663830367,0.022351406280403968,0.017810492045093367,1.0,1.0,1.0,1.0,0.998073217726397,1.0,1.0,0.9981249322289786,1.0,2.9135068126666774,0.04693544300002309,0.0085525026666779,0.008004823999989632
openml__car-evaluation__146192,rtdl_FTTransformer,224226.0,0.012661185003504766,0.0027816383795978,0.032742568233943635,0.9995938183446591,1.0,0.9997795414462081,0.9975880366618427,1.0,0.9922928709055877,0.9975837093926462,1.0,0.9922768287628235,21.894306373333468,0.09227592733342738,0.05715322866664483,0.056546002333258565
openml__car-evaluation__146192,rtdl_MLP,237162.0,0.023185753466173298,0.054981921945778396,0.06219866615507654,0.9998817646050461,0.9995614654705564,0.9993003629367266,0.9971056439942112,0.9942196531791908,0.9903660886319847,0.9971205301453111,0.994259963568004,0.9905965420083241,9.991960665666701,0.05692132766663833,0.04781328966665414,0.04673252399997327
openml__car-evaluation__146192,rtdl_ResNet,252046.66666666666,0.0016462150897354332,0.0013990362108926332,0.015213843156415933,0.9999995311102708,1.0,0.9999941136304772,0.9997588036661842,1.0,0.9922928709055877,0.9997589380759172,1.0,0.9923694942096173,10.817881618333402,0.057480049000048404,0.04666211666670841,0.045886566666722396
openml__car__146821,CatBoost,3734.0,0.1469503266410864,0.161970516773374,0.16011284314496488,0.9908630473853762,0.9930727241333303,0.9894387318629744,0.9614085865894838,0.9633911368015414,0.9576107899807322,0.9617985678541671,0.9639127242768755,0.9580526589505266,2.351374197333351,0.022036577666683568,0.0104283063332957,0.002293910666652433
openml__car__146821,DANet,17182.0,0.008069045440977267,0.0089797069876066,0.023207110949256732,0.999998968442596,1.0,0.9998688180506363,0.9985528219971056,1.0,0.9942196531791908,0.9985539040214104,1.0,0.9941929390307612,47.335733138666605,0.10760636833341168,0.032113606666522736,0.031966214000021836
openml__car__146821,DecisionTree,29502.666666666668,0.0125063803216521,0.47612827384478723,0.8729677588036525,0.9995802525685673,0.9840735863463136,0.972585915767734,0.9930053063193439,0.978805394990366,0.9691714836223507,0.9929929637265427,0.9787797301608951,0.9691074725150451,0.0342301053333337,0.0009108573333327666,0.0007660529999988999,0.00048502466666566665
openml__car__146821,KNN,52424.666666666664,0.2680494432660785,0.3267101602367813,0.31532046567427424,0.9909190511242333,0.9730513594149958,0.9733215017305926,0.9635793535938254,0.9383429672447013,0.928709055876686,0.96243184191512,0.9355343443441072,0.9236653714860834,0.0020185256666683,0.059332076666668294,0.031446064333332864,0.025304049666665596
openml__car__146821,LightGBM,67029.0,0.001980761448447933,0.012340288023539134,0.016351784411057467,1.0,0.99993524993525,0.99993524993525,1.0,0.998073217726397,0.9961464354527939,1.0,0.9980814150773166,0.9960927206177068,1.7001739606666675,0.09777289933333337,0.013363435333329668,0.012397363666669466
openml__car__146821,LinearModel,81942.0,0.6823824801609545,0.6647862510260228,0.6682778174322888,0.7431467845749937,0.7671353618323314,0.7595785247300398,0.6915098890496864,0.7032755298651252,0.6936416184971098,0.6384173272517474,0.6507239443277459,0.629763338384855,0.0282626630000001,0.0027180646666665666,0.0004418053333333667,0.00037250133333333334
openml__car__146821,MLP,96865.33333333333,3.4017361378081254,3.4060278774217383,3.3509835677939592,0.6997720732817402,0.6931851818215454,0.7018224480345693,0.8692715870718765,0.8709055876685934,0.8670520231213873,0.8384083426518182,0.8415269583079894,0.8378836868097204,12.901310786000087,0.05383779900013977,0.045550026333387394,0.04659016999988803
openml__car__146821,NODE,115643.0,0.2828233153152684,0.2919174963913442,0.2906456033273928,1.0,0.9995879541334087,0.9995942609578973,0.9995176073323685,0.9942196531791908,0.9961464354527939,0.9995181435607398,0.994259963568004,0.9961785484906872,244.15745669399925,0.4921805603329024,0.06746485400011194,0.06728866133380502
openml__car__146821,RandomForest,124391.33333333333,0.0916850967652495,0.16349401853533455,0.16287768684437076,0.9998552123850232,0.9944933013114831,0.9936488875882814,0.9961408586589483,0.9788053949903661,0.9653179190751443,0.9960611899304292,0.9784282509194071,0.9647306628955027,0.30003116866666585,0.0693840413333338,0.048160668666665,0.06836711766666777
openml__car__146821,SAINT,137317.0,7.769302939073551e-05,0.0012019103758131335,0.003931932364820534,1.0,1.0,1.0,1.0,1.0,0.998073217726397,1.0,1.0,0.9980814150773166,36.740137988,0.09259915566666636,0.05312878499999837,0.05533701199999536
openml__car__146821,STG,143997.33333333334,0.029623774287729134,0.053546074056460835,0.0517379104454238,0.9999966990163068,0.9995189995189996,0.9998923635287271,0.9995176073323685,0.9942196531791908,0.998073217726397,0.9995176073323685,0.994279565032692,0.9980113055403902,21.428466990333465,0.008336401333356933,0.0018176726666751335,0.001805843666867633
openml__car__146821,SVM,156590.66666666666,0.008778214986329767,0.026605492820361263,0.024503140033497,1.0,0.9995414237838479,0.9998982498982499,1.0,0.998073217726397,0.9961464354527939,1.0,0.9980646707257711,0.9960759762661612,1.3277306970000022,0.14417929666665916,0.017083586666664933,0.018746041999996466
openml__car__146821,TabNet,168058.66666666666,0.021369892241950166,0.008604142504022234,0.0146501401028155,0.9992310555243575,1.0,0.9989257375621011,0.9915581283164495,1.0,0.9961464354527939,0.9917740149278282,1.0,0.9961230805161442,56.03551977633348,0.19959944966679663,0.037257614666941635,0.037262432666466304
openml__car__146821,VIME,196131.0,8.03146593549646,8.010159099379626,8.119068108656997,0.5165125276050102,0.513302984893894,0.5133368315186496,0.7004341534008683,0.6994219653179191,0.6994219653179191,0.577038519567694,0.5757146789351579,0.5757146789351579,5.959743271000002,0.0467909746666664,0.03835606933333336,0.038349860000000235
openml__car__146821,XGBoost,209757.66666666666,0.015201484562791032,0.032481125197831064,0.03347448389184413,1.0,1.0,1.0,1.0,0.9961464354527939,0.9922928709055876,1.0,0.9960759762661612,0.9923012038351365,0.6414079420000007,0.017818971000001668,0.004044573333331367,0.0018399329999993334
openml__car__146821,rtdl_FTTransformer,224313.66666666666,0.0072991296553819,0.0009561244458974001,0.012851179948147566,0.9998678884609501,1.0,0.999758658849568,0.9985528219971056,1.0,0.998073217726397,0.9985654003931153,1.0,0.9980814150773166,17.693871594333284,0.0741574860000279,0.05285195433331557,0.051679294999985304
openml__car__146821,rtdl_MLP,237250.33333333334,0.0018711315822766668,0.002330846452486533,0.008338096655075634,0.9999982557302075,1.0,1.0,0.9997588036661842,1.0,0.9961464354527939,0.9997596927578146,1.0,0.9963365784403204,8.963558138333314,0.047664122000017,0.039342492999995864,0.03910064500001313
openml__car__146821,rtdl_ResNet,252135.0,0.0006628898688619333,0.0014734600446827666,0.003941217539000867,1.0,1.0,1.0,1.0,1.0,0.9961464354527939,1.0,1.0,0.9962162282410315,10.743075522333333,0.05400584400000056,0.0432908786666678,0.044208369999997936
openml__cardiotocography__9979,CatBoost,3810.0,0.0016400003821945,0.0016293638519551668,0.0015329116592030332,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,7.631923058999998,0.010801835333334432,0.0016275593333336998,0.0015875073333344667
openml__cardiotocography__9979,DANet,17271.0,0.011735925785446633,0.010556073152215267,0.009516949255509333,0.9999996339416518,1.0,1.0,0.9990196078431373,1.0,1.0,0.999019246678936,1.0,1.0,44.201124585,0.08977951333333083,0.033601521333338234,0.03289199966666457
openml__cardiotocography__9979,DecisionTree,29580.0,9.207667308347148e-15,9.207553863851395e-15,9.207553863851395e-15,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.0066288843333322,0.00042313266666713334,0.00020357266666803334,0.00015073500000063332
openml__cardiotocography__9979,KNN,52510.666666666664,1.2150865870143972,4.718733899888416,4.915697063254061,0.8978060103087397,0.753790655513364,0.7565759374154893,0.4935294117647058,0.405320813771518,0.3771517996870109,0.464353960675337,0.36777586486242303,0.3418627584467253,0.0046403346666652,0.04722228166666803,0.008971337333336,0.008559166666668866
openml__cardiotocography__9979,LightGBM,67113.0,5.083022679860973e-06,5.06443382345448e-06,5.065240925654057e-06,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,2.0201777320000005,0.18969350166666676,0.024397831999999665,0.027025534999999868
openml__cardiotocography__9979,LinearModel,82032.0,1.3165162884442483,1.3582404838632416,1.3739032456716158,0.8589492636708603,0.8427014503939055,0.8478320736334181,0.5303921568627451,0.5070422535211268,0.5054773082942097,0.49891553562915797,0.4731726496584024,0.47565758957712106,0.012686111666666666,0.010881467333333233,0.0008322793333332333,0.0006654496666665333
openml__cardiotocography__9979,MLP,96954.66666666667,5.8944657290362015,5.699740242050486,5.765966819408362,0.7134526596098395,0.7182864278128474,0.7165118014948302,0.711764705882353,0.7136150234741784,0.6885758998435055,0.6357396934034413,0.6382058739722828,0.615481282110722,9.738683167333434,0.051525585333299234,0.04192881233349033,0.04159657066665543
openml__cardiotocography__9979,NODE,115651.0,0.8451802482733539,0.8554585320475702,0.8545172611872355,1.0,0.999986531986532,1.0,0.9029411764705882,0.9029733959311423,0.9014084507042254,0.86048648563906,0.8642046287660685,0.8605718867315849,198.95399960933332,0.5348137106666874,0.07098832833333778,0.07069102766665951
openml__cardiotocography__9979,RandomForest,124459.66666666667,0.16270313045572168,0.17004960431753846,0.17404158830163186,0.9999987846510914,1.0,1.0,0.9970588235294118,1.0,0.998435054773083,0.9969577009526606,1.0,0.9984861252466887,0.07187216933333287,0.015295953000002466,0.011599105999997833,0.0109816983333348
openml__cardiotocography__9979,SAINT,137338.0,2.2574250456426406e-05,2.8315335872604576e-05,3.100392162739279e-05,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,113.46503631333326,0.19372558666645998,0.09531401666663436,0.1003841926667519
openml__cardiotocography__9979,STG,144087.33333333334,0.37536217629179064,0.7518679340368543,0.7018786572351329,0.9844987055149351,0.9513226117870331,0.9528874042002649,0.8835294117647058,0.7464788732394366,0.7621283255086072,0.873255237349087,0.7330884435200007,0.7473916676957981,26.686466204333556,0.008117418666491433,0.0015763426667944665,0.0015748316667061665
openml__cardiotocography__9979,SVM,156680.0,0.2728193244068005,0.4682756679381795,0.4279665389608566,0.9999988796652236,0.983038005444504,0.9883658050187757,0.9892156862745098,0.9061032863849765,0.9076682316118935,0.988258151046992,0.9019553856057138,0.9047842864311288,30.543046225333303,0.12506523633328467,0.0158994089998335,0.015813805000031236
openml__cardiotocography__9979,TabNet,168147.0,0.002951668075282703,8.65714333251983e-05,0.0004164406088434144,0.9996860243450136,1.0,1.0,0.9998039215686275,1.0,1.0,0.9998035165570495,1.0,1.0,44.65571902599999,0.17883444533333892,0.0258260256666626,0.025301401000000067
openml__cardiotocography__9979,VIME,196228.0,10.282250614326356,10.272069637258474,10.532003250925566,0.5949160855001594,0.5991501646313907,0.5771313016832108,0.4215686274509804,0.42723004694835676,0.39593114241001565,0.3135226565753484,0.3226544183195573,0.29470203619133145,21.587893311,0.05423421066661637,0.0415651030000579,0.04390134299991166
openml__cardiotocography__9979,XGBoost,209838.0,0.0024699349044913,0.0024384686953631,0.002438313751033233,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,2.2910183736666663,0.015177495999999999,0.0029106500000001,0.004155179999999933
openml__cardiotocography__9979,rtdl_FTTransformer,224415.66666666666,0.015851979208567967,0.006282222553582399,0.019849447761058334,0.9994390361943054,1.0,0.9999244142101285,0.9966666666666667,0.9968701095461658,0.9953051643192489,0.9966238108480651,0.9968405670739074,0.9952086254903157,31.41954412633307,0.11991864333329731,0.05900312800008573,0.058517084333364666
openml__cardiotocography__9979,rtdl_MLP,237344.66666666666,14.864518703782005,14.367465757056829,14.474893412471383,0.569381559627204,0.5743997651040825,0.5734566172044946,0.4003921568627451,0.42410015649452265,0.40219092331768386,0.2885762773536207,0.3093355604172983,0.28756599602294225,10.00694123400001,0.057215980333334394,0.047679163000016865,0.0472571970000596
openml__cardiotocography__9979,rtdl_ResNet,252240.66666666666,1.0906652911905008,1.0845612585465028,1.0899668350795249,0.9609084437124635,0.9614680675413988,0.9577307754198491,0.92,0.92018779342723,0.9264475743348983,0.8905477196822668,0.8895197916114893,0.8956977263169844,12.827488325999942,0.0641331549998843,0.05125037466662733,0.05002469933333483
openml__chess__3952,CatBoost,3924.3333333333335,0.8906074321156638,1.0249330396419511,1.0186667942331546,0.9791050888453364,0.9618579757502138,0.9625809265679669,0.7194498900968336,0.652767878355904,0.6502732240437158,0.7167615054042803,0.6488661204496493,0.6459822430799774,27.760010252666763,0.42895832299999864,0.06676302133325857,0.06226573233330627
openml__chess__3952,DecisionTree,29680.0,0.7331958508600381,2.1193688328184415,2.0936960818107764,0.9869198890497427,0.9488394909587908,0.9449002917071065,0.7000683181845185,0.6467094321691613,0.6442147778569731,0.7013266570629502,0.6468546640275067,0.6437050764542738,0.03315149766664637,0.012547884333343898,0.0017306210000355667,0.0017888743333287
openml__chess__3952,KNN,52606.0,0.5886023211992631,1.0944313178959177,1.0702412116684383,0.9944187246274555,0.9747757987825754,0.9756236951325504,0.8906612012119052,0.7814207650273225,0.7766690425279164,0.8897973743133596,0.778051926768972,0.7733740682974952,0.022305044666760865,1.9497342209999715,0.24676399699994053,0.24953874933332068
openml__chess__3952,LightGBM,67212.33333333333,0.0388180816315142,0.3531198551665627,0.3525138947701116,1.0,0.9944011891670467,0.9944995201424973,1.0,0.8825136612021858,0.8797814207650273,1.0,0.8820728074693038,0.8796191063213191,41.44117901066662,28.654189207666906,3.5273241056666698,3.5806533359999926
openml__chess__3952,LinearModel,82122.0,2.021886004745753,2.0178413384288802,2.0164301979328427,0.8274943505668371,0.8247982142197813,0.820347823779863,0.2759163547793025,0.281895937277263,0.27952007602755996,0.23771142012713997,0.24258691223347154,0.24077154840645676,0.020602031666666836,0.05867786500000003,0.010167833333333166,0.009419595666666466
openml__chess__3952,MLP,97042.0,7.472868819476223,7.544822611949615,7.634409750907989,0.7116444701299814,0.7137279945189862,0.7075646921809634,0.6381661022990555,0.609408410548824,0.6104775481111903,0.6014571277336046,0.572995128516657,0.57392908324351,72.68463443699996,0.1865893740002017,0.07699588033331867,0.07342872733291488
openml__chess__3952,RandomForest,124564.0,0.878698887076138,1.0281889779577602,1.026241063316749,0.9914265595038816,0.9788018749261099,0.9791357874883841,0.7827927285688826,0.6891185554763601,0.6892373485388453,0.7841142580197925,0.687963372440024,0.6881619470419849,0.6762615846666525,0.2672800973333172,0.04771461266667143,0.046192697666697265
openml__chess__3952,SAINT,137352.0,0.018476769324052067,0.23832972986947745,0.24605434325163264,0.999994567760696,0.9979496673091571,0.9978570963641555,0.9955890215647835,0.9218341648847708,0.9202898550724639,0.9955863809495877,0.9218416139551743,0.9202007326415158,598.9793813460007,0.8100798186666603,0.15700783499899743,0.15463305733283042
openml__chess__3952,STG,144156.66666666666,0.9167789860710348,0.9921245182503823,0.9902005487592364,0.9681712224535673,0.96106548628827,0.9621253902557992,0.6504336719539001,0.6174863387978142,0.6234259919220717,0.6328104002317831,0.6004197727069291,0.6040841031747014,322.5783673176663,0.12127612499837899,0.012112161667270466,0.012001567334057934
openml__chess__3952,SVM,156739.0,0.9173953827170084,0.9893136291900307,0.9839633133085393,0.9707566706468057,0.9636592652623012,0.964070320992843,0.6537901740628528,0.6192682347350914,0.6178427179852696,0.6499556841834725,0.6144052203002245,0.6127300703348401,99.82719360233358,38.06809746800021,5.3811628700001775,4.618341740000081
openml__chess__3952,TabNet,168214.0,0.13907638180330217,0.4181046097193885,0.42808393726508026,0.9990556459229386,0.9933360469388431,0.9922959540751881,0.9513158676409433,0.856616773580423,0.8524590163934427,0.9512838151381741,0.8561439097602105,0.8521962560573008,808.7879797166667,2.552708932334402,0.32362262733416475,0.32300784333347105
openml__chess__3952,VIME,196299.33333333334,4.088480947186951,4.145133150351455,4.25492947026992,0.8023534132246551,0.8013430152694155,0.7899262213421339,0.6780282777876789,0.6383939177952008,0.6353052981705868,0.6522691616836188,0.6127830825520061,0.6078682637575445,282.51668931233434,0.18282746333303143,0.062377158332841,0.06133542866681783
openml__chess__3952,XGBoost,209945.33333333334,0.020177295974994302,0.23516988364000468,0.22658918985155962,0.9999999998215964,0.9973451207644787,0.9976378002147941,0.9999257411037843,0.928367783321454,0.9270610596341173,0.9999257388841402,0.9282647070534656,0.9270101416115573,140.63902906299973,5.935056217333113,0.7504369783337097,0.7317374873333998
openml__chess__3952,rtdl_FTTransformer,224482.66666666666,3.341949800042444,3.709012671686686,3.7619898498649893,0.7517400614051889,0.737314426780023,0.7362926552804895,0.8068823145012773,0.7653837015918269,0.7622950819672131,0.7712523651456373,0.7313153482643461,0.7283964404663014,255.72205976133532,0.47015474666720064,0.11473561533421157,0.11275283433496947
openml__chess__3952,rtdl_MLP,237443.0,7.738775831138814,7.986659164666732,8.0947288809958,0.6797606930871757,0.6742701824924398,0.675024140296829,0.7273955919919207,0.6847232121644096,0.6804466619149441,0.6637524366066136,0.6234029894063712,0.6195339697834266,81.97397869433296,0.21656211133358735,0.07473290033370474,0.07420559133349036
openml__chess__3952,rtdl_ResNet,252324.0,2.700784666795979,2.9025039541178974,2.9983212599884315,0.7971877599528242,0.7935546630543159,0.7847943230213629,0.8111447751440624,0.7647897362794013,0.7601568068424803,0.7841218376280109,0.7390675539651858,0.7339820856320727,109.66533533933277,0.273858942999747,0.09108312466620794,0.08943727566838787
openml__christine__168908,CatBoost,4005.0,0.453442610845375,0.5261962215485781,0.5337889530380692,0.8840998300144375,0.8192018082542449,0.811131838255652,0.7999538532533457,0.7619926199261992,0.7361623616236163,0.7999538532533457,0.7619926199261992,0.7361623616236163,5.332911340999961,2.1527718873333392,0.10862449300009301,0.10773722899989473
openml__christine__168908,DANet,17351.333333333332,0.4621509901052758,0.5460711930034199,0.5586324390804882,0.8751589599612201,0.8072375557703917,0.8012372743653634,0.7919550838332564,0.7515375153751537,0.7355473554735547,0.7919550838332565,0.7515375153751537,0.7355473554735547,149.3133636549998,0.753738394000114,0.09382406100030487,0.09397373933340224
openml__christine__168908,DecisionTree,29763.0,0.5398045604590106,0.5923544414373985,0.7370052992342618,0.7962673308504525,0.7516509851445378,0.7479473318718427,0.7306568220273805,0.7054120541205412,0.6949569495694957,0.7306568220273805,0.7054120541205412,0.6949569495694957,5.832817046666686,0.6129300906666728,0.07540999933331347,0.05438589433335153
openml__christine__168908,KNN,52689.333333333336,0.534614970116302,0.5979994638733565,0.573689611004486,0.8199192243825753,0.7755749513214689,0.7815979266803739,0.7365020766035993,0.7121771217712177,0.7023370233702337,0.7365020766035996,0.7121771217712177,0.7023370233702337,3.0297247529991487,121.69018213233358,16.281348353333062,16.113299411665746
openml__christine__168908,LinearModel,82212.0,0.3967300401510139,0.7159442075625986,0.6818114125426725,0.9024636229689417,0.7480698792227773,0.7595666362567685,0.8223350253807107,0.6931119311193111,0.6986469864698647,0.8223350253807107,0.6931119311193111,0.6986469864698647,1.5397272666666673,0.507064546666666,0.09254296633333382,0.13433757566666668
openml__christine__168908,MLP,97132.33333333333,0.45869463995682064,0.5668724306646006,0.5579400691898558,0.8657986450134008,0.79541854459135,0.7989588013961321,0.7878018766343639,0.7410824108241082,0.7300123001230011,0.7878018766343639,0.7410824108241082,0.7300123001230013,13.720892843666698,0.3744889159999995,0.1002907460000983,0.10134316833337675
openml__christine__168908,NODE,115657.0,0.4148497528242831,0.5335001946434947,0.5250539114563594,0.9068746443254231,0.8108912823445578,0.8172637445931655,0.8317951084448546,0.7453874538745388,0.7398523985239853,0.8317951084448548,0.7453874538745388,0.7398523985239852,619.0984786506664,1.5276310143332619,0.23591736833380605,0.23633000966644124
openml__christine__168908,RandomForest,124647.33333333333,0.4367952700892423,0.5626751063232078,0.5579007448234606,0.9036364218433045,0.7928949769202488,0.7985956981341031,0.8354868481772035,0.7312423124231242,0.7195571955719556,0.8354868481772035,0.7312423124231242,0.7195571955719559,13.904354880333338,0.5350320983333413,0.39822323866667847,0.26039304066667884
openml__christine__168908,STG,144224.0,0.594691719027221,0.6059814916160714,0.6045682741762087,0.7547635815071438,0.7422693046118654,0.7464540697067488,0.6880479926165206,0.6900369003690038,0.6851168511685118,0.6880479926165206,0.6900369003690038,0.6851168511685118,67.0650216306667,0.6187861093337688,0.08848365333301438,0.0939687223339357
openml__christine__168908,SVM,156775.66666666666,0.47071316227112264,0.5466605215911869,0.5379798769551313,0.8658300909582829,0.800828783195581,0.8081090035992612,0.788878634056299,0.7324723247232473,0.7343173431734318,0.788878634056299,0.7324723247232473,0.7343173431734318,272.71393651766715,77.4444727766662,9.200951212667215,9.797299881334462
openml__christine__168908,TabNet,168266.66666666666,0.537526236218609,0.5898132567695918,0.6243565325753541,0.8035276884384049,0.7625803933316085,0.7356199761259606,0.7455776034456237,0.7220172201722018,0.6992619926199262,0.7455776034456237,0.7220172201722018,0.6992619926199262,162.16551482133278,1.489081412667171,0.22336722533267064,0.2016237779989751
openml__christine__168908,VIME,196334.66666666666,0.6560920812367219,0.6595655855932359,0.6588064760684528,0.719658549566795,0.7152181115907101,0.7162892662136954,0.5959852330410707,0.5799507995079951,0.5879458794587946,0.5959852330410707,0.5799507995079951,0.5879458794587946,235.64282121766624,0.3740246696667478,0.09762849166645533,0.0959363626672408
openml__christine__168908,XGBoost,210028.66666666666,0.11214974365379303,0.5769861110450364,0.5723482334526611,0.995029269218246,0.8198236225904695,0.8204999024159984,0.9773880941393632,0.7533825338253383,0.7429274292742928,0.9773880941393632,0.7533825338253383,0.7429274292742928,9.577943302000063,0.4247954520000026,0.06750915699999042,0.06464044933339659
openml__christine__168908,rtdl_MLP,237520.0,0.47010705198373265,0.5746154961923806,0.571246829502477,0.8620430196142485,0.7844142463564857,0.7825556115339752,0.7609598523304107,0.7306273062730627,0.7152521525215252,0.7609598523304107,0.7306273062730627,0.7152521525215253,15.941519875333272,0.341776239000005,0.09460421766682237,0.09883331266668444
openml__christine__168908,rtdl_ResNet,252419.0,0.42868077845998037,0.5480775220799609,0.5434123856298451,0.902131559469712,0.8024945194101387,0.8053312636447397,0.8253345639132442,0.7435424354243542,0.7343173431734318,0.8253345639132442,0.7435424354243542,0.7343173431734317,8.043790188999964,0.3457259843333702,0.10325742699997886,0.09656631000010896
openml__churn__167141,CatBoost,4085.0,0.12137577834293241,0.1538344994752019,0.16534433771729917,0.9696941907007753,0.9212676579889157,0.9107641196013289,0.9760833333333334,0.968,0.9593333333333334,0.9760833333333334,0.968,0.9593333333333334,2.7328760353333146,0.03847061666666223,0.012718040666660033,0.006108838999997067
openml__churn__167141,DANet,17404.0,0.08107419704164294,0.29634657155852445,0.3390828181493166,0.9860376135615531,0.9222133618465095,0.8932281284606867,0.9783333333333334,0.9573333333333333,0.9426666666666667,0.9783333333333334,0.9573333333333333,0.9426666666666667,234.4763241729997,0.25874033699862287,0.034814177332009366,0.033382542001466634
openml__churn__167141,DecisionTree,29857.666666666668,0.1084859344084973,0.664437866236549,0.7671368843850882,0.9520236326872777,0.8581927607640022,0.8362070874861572,0.9713333333333333,0.9526666666666666,0.9446666666666667,0.9713333333333333,0.9526666666666666,0.9446666666666667,0.13861042699999962,0.008536409000000033,0.0017941589999992,0.006274125999999166
openml__churn__167141,KNN,52775.333333333336,0.28780983272918337,1.6699763239198198,1.4750168008829052,0.8479092365918456,0.6411290494634746,0.6561018826135105,0.876,0.8713333333333333,0.8693333333333334,0.876,0.8713333333333333,0.8693333333333334,0.014188587999998732,0.16548795566666816,0.064742961000001,0.03256851000000067
openml__churn__167141,LightGBM,67304.0,0.04989090130806014,0.2588403341464877,0.25813407058058724,0.9813545877726867,0.9229914211784503,0.9009080841638982,0.9886666666666667,0.96,0.9546666666666667,0.9886666666666667,0.96,0.9546666666666667,1.7647108283333306,0.062206136333337235,0.009002372666669032,0.007652911333335466
openml__churn__167141,LinearModel,82302.0,0.38623085773454463,0.3783431663848849,0.37788681717187167,0.65793529409543,0.6727062728733216,0.667718715393134,0.8616666666666667,0.8613333333333334,0.8626666666666667,0.8616666666666667,0.8613333333333332,0.8626666666666666,0.0349421940000002,0.0092963483333335,0.012197692999999865,0.0090914263333332
openml__churn__167141,MLP,97222.33333333333,0.33577595744133154,0.33546265321017527,0.3542552685270784,0.7764647355942729,0.7675609814358587,0.7332558139534884,0.8715833333333333,0.8806666666666666,0.8706666666666667,0.8715833333333333,0.8806666666666666,0.8706666666666667,17.949330193666658,0.07144326133344232,0.04936095566678487,0.0509404626666878
openml__churn__167141,NODE,115668.0,0.13541717049122473,0.16015251861761012,0.1665309680824478,0.9343021199739917,0.923168182038146,0.902314507198228,0.9783333333333334,0.9633333333333333,0.9620000000000001,0.9783333333333334,0.9633333333333333,0.9620000000000001,536.0293054100002,0.7345236706678406,0.0924817293331822,0.0944024000006417
openml__churn__167141,RandomForest,124753.33333333333,0.08921450939831817,0.1778883383959282,0.19056481044877102,0.9952994398253582,0.91479589740972,0.9028682170542637,0.9814999999999999,0.9613333333333333,0.9506666666666667,0.9814999999999999,0.9613333333333333,0.9506666666666667,0.866211599333333,0.18142184866666664,0.11745707666666637,0.06716406566666613
openml__churn__167141,SAINT,137368.33333333334,0.12067554149859444,0.17004344398271723,0.19039540889336729,0.9634064561409289,0.921324073168161,0.9035437430786267,0.9682499999999999,0.9466666666666667,0.944,0.9682499999999999,0.9466666666666667,0.944,649.5390066046663,0.22005047166749128,0.08822495133426854,0.0885500806665125
openml__churn__167141,STG,144296.33333333334,0.3917010035862525,0.39234833658238255,0.39107214956482256,0.6081562849551535,0.5786183460241764,0.5958970099667774,0.8620000000000001,0.8653333333333334,0.862,0.862,0.8653333333333334,0.862,54.866784673332916,0.019985558999650235,0.0030789676666908,0.0029948086670116667
openml__churn__167141,SVM,156848.0,0.2570607221378171,0.2809444962685053,0.28918808665295126,0.878798457105543,0.8415234854311174,0.8331284606866003,0.9054166666666666,0.906,0.8913333333333333,0.9054166666666666,0.906,0.8913333333333333,916.6848261146685,1.1952582046675768,0.1490673690010832,0.15127349100415208
openml__churn__167141,TabNet,168352.33333333334,0.11250798328046757,0.13803862287658963,0.17836181454670993,0.959471445191733,0.922150791669298,0.9116611295681062,0.96875,0.9686666666666666,0.9500000000000001,0.96875,0.9686666666666666,0.9500000000000001,141.32553802966672,0.5692319076664111,0.07040070866651148,0.06953863933343497
openml__churn__167141,VIME,196387.66666666666,0.36672478698069844,0.36737757799526055,0.37083726876974105,0.6892629168380591,0.6666721083262189,0.6536766334440753,0.8664999999999999,0.8646666666666666,0.864,0.8664999999999999,0.8646666666666666,0.8639999999999999,39.223137529333144,0.07443967033395886,0.05013307066716754,0.05164549833322474
openml__churn__167141,XGBoost,210122.0,0.1016984463728343,0.15133927943464365,0.16842642718545778,0.9829020327231656,0.9258651873293209,0.9063732004429679,0.9776666666666666,0.9633333333333333,0.9533333333333333,0.9776666666666666,0.9633333333333333,0.9533333333333333,0.24764615333333254,0.013330676666669131,0.0015434816666631001,0.002800423000001233
openml__churn__167141,rtdl_FTTransformer,224564.0,0.24225632415122042,0.24006071110814808,0.26839912007500727,0.9081484332626942,0.8891971376150872,0.8835880398671097,0.9057499999999999,0.91,0.902,0.9057499999999999,0.91,0.902,41.89847829099987,0.1702263360002689,0.06323323833324436,0.0620236203332448
openml__churn__167141,rtdl_MLP,237615.66666666666,0.20921964021002357,0.21517645060135382,0.23756294961522653,0.9234247103728993,0.9075468702786095,0.8887153931339977,0.9185833333333333,0.9206666666666666,0.9086666666666666,0.9185833333333333,0.9206666666666666,0.9086666666666666,19.71004030999984,0.08658888633332627,0.05602569333329177,0.0534355310002562
openml__churn__167141,rtdl_ResNet,252506.33333333334,0.13340681367562723,0.17914025187529617,0.20125523932761644,0.9623134780796704,0.9178064552908968,0.9079291251384275,0.9591666666666666,0.9546666666666667,0.9359999999999999,0.9591666666666666,0.9546666666666667,0.9359999999999999,22.15608198633345,0.09459448066642527,0.058243204999901765,0.05912696399991543
openml__cjs__14967,CatBoost,4170.0,0.011156480566828733,0.011304766523247268,0.011138468301239135,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,12.728244132999999,0.02240025233333277,0.0026866680000002334,0.0024938376666672666
openml__cjs__14967,DANet,17464.333333333332,0.19098619463112684,0.9887529020796461,0.967665867342563,0.996237143524263,0.9379737158197657,0.943727104443035,0.9321705426356589,0.7999999999999999,0.7869047619047619,0.9323623971611711,0.8006041632030209,0.7886799060438197,187.77516167799936,0.1671736476671791,0.03183143799882746,0.031662980666434665
openml__cjs__14967,DecisionTree,29952.666666666668,0.03044745970888797,0.34448630438087685,0.44481778931406185,0.9995255970621356,0.9931988195639411,0.9911218319982443,0.9853905784138343,0.9666666666666667,0.9738095238095238,0.9854259266790116,0.9664651327094983,0.973852244342423,0.009412838000001101,0.0025748840000012333,0.0004625956666653333,0.00043991100000050006
openml__cjs__14967,KNN,52880.0,0.32414480264425544,2.709737307189858,2.2667016793489103,0.9843747075937418,0.9282254689201769,0.93932418755004,0.8576326774001193,0.7464285714285714,0.7642857142857142,0.8558096913584897,0.7427913121644494,0.7613777141224837,0.0044118709999972664,0.22142129866666946,0.03137979999999623,0.02982397733333637
openml__cjs__14967,LightGBM,67387.33333333333,0.0007391837636506666,0.0026953756647990997,0.008827800125845267,1.0,1.0,0.999995194156094,1.0,1.0,0.9988095238095238,1.0,1.0,0.9988155574120486,1.8480967723333384,0.31962135266667424,0.040070009333321104,0.03834895800000673
openml__cjs__14967,LinearModel,82392.0,1.5614594308895928,1.6113298879253541,1.6122803766313218,0.7048686728951541,0.6806724857277464,0.6825211682324607,0.3255813953488372,0.29642857142857143,0.2976190476190476,0.3020416799155637,0.2689806393072475,0.2684080251285805,0.017546446666666698,0.013869704000000002,0.0020524173333332668,0.0019556186666665667
openml__cjs__14967,MLP,97317.0,7.836888043601903,7.672474434555795,8.065426467314145,0.7294386733378353,0.7385967292252852,0.7217323680710486,0.5651460942158617,0.555952380952381,0.5297619047619048,0.5107896720871153,0.4935166012777031,0.4718224470674797,11.031681632333383,0.05911116133336233,0.0480457983333053,0.04714015500007913
openml__cjs__14967,NODE,115677.66666666667,0.9498261046786357,1.0517251483741261,1.0608144925463767,0.9660239742411388,0.9286710675024036,0.9307875289003116,0.8039654144305307,0.7261904761904762,0.7166666666666668,0.7759715242052566,0.6921724520077381,0.6909542459639516,374.5671216476673,0.7694233273330724,0.14218441833359444,0.14235914266654007
openml__cjs__14967,RandomForest,124840.0,0.779624021790708,1.0497101742927555,1.05800336184856,0.9731751932470109,0.899984234680146,0.9031666172051037,0.8038163387000598,0.6333333333333333,0.625,0.7957842526506719,0.6098959607149165,0.6035101275468777,0.10476741499999949,0.023123487333332166,0.014369144333333701,0.013870451000001865
openml__cjs__14967,SAINT,137378.33333333334,2.570661987348391e-05,0.00024550781364936686,0.0014031659817402766,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,260.4761014763331,0.3437678000000612,0.09746345966654717,0.09887247899977557
openml__cjs__14967,STG,144399.66666666666,0.6635767562745672,0.9100662975292099,0.9192471767425084,0.9518954149358171,0.9146705433576544,0.9147970230490653,0.7674418604651163,0.688095238095238,0.6833333333333332,0.7638237064806136,0.6788214997664063,0.6763882364044952,35.08736940233333,0.014964073666912233,0.0023098226665751336,0.002318700000614567
openml__cjs__14967,SVM,156884.0,1.1696432758746729,1.323611685626312,1.3096790972730716,0.9017608387619186,0.8285206323083992,0.8403856358585916,0.5781156827668456,0.5047619047619047,0.4988095238095238,0.510101941280185,0.43116026683596026,0.42656070991803313,306.22499708433435,0.3134008776675425,0.039036845667093666,0.0397439786684117
openml__cjs__14967,TabNet,168426.0,0.003297556871287789,5.0661668771043306e-05,0.002574648094186622,0.9998915819902624,1.0,1.0,0.9991055456171735,1.0,0.9988095238095238,0.9991076209269254,1.0,0.9988079751666512,73.74828192266666,0.24026332366666733,0.04113325433333627,0.041253109000010064
openml__cjs__14967,VIME,196486.0,2.0804556246844,2.095678573492236,2.180912595560048,0.8587627214781209,0.8562494116118057,0.8450724426932226,0.6699463327370304,0.6464285714285715,0.6357142857142857,0.638302344582895,0.6152595418111466,0.5979425662339796,52.139657053333394,0.05933562599989267,0.04442859799996763,0.04384293866686067
openml__cjs__14967,XGBoost,210198.0,0.0030829534908994,0.005158942901263233,0.0048922685681602,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,12.983737448666666,0.1560437906666673,0.0231730729999988,0.024035002666665833
openml__cjs__14967,rtdl_FTTransformer,224634.0,1.131233487528329e-05,1.128253667085725e-05,1.1353921973165727e-05,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,37.402443367,0.13427691733333325,0.05635456000000253,0.05561280133333683
openml__cjs__14967,rtdl_MLP,237701.0,0.060338944420117176,1.6755786299511787e-05,0.05729856425540029,0.9988903365051337,1.0,0.9991830065359477,0.9973166368515205,1.0,0.9976190476190476,0.997309317277626,1.0,0.9976151365376058,11.169724052666652,0.06582972600002297,0.048502372333283895,0.047231561000065335
openml__cjs__14967,rtdl_ResNet,252586.66666666666,7.089578171759717e-05,0.0018887054258041136,0.0019057126038108491,1.0,1.0,1.0,1.0,1.0,0.9988095238095238,1.0,1.0,0.9988122861817641,14.754125401999927,0.06938276799999814,0.050379323333327564,0.051470815000016
openml__climate-model-simulation-crashes__146819,CatBoost,4264.333333333333,0.13237023124868622,0.1724297350584517,0.2125610980984253,0.9980853148098673,0.9316666666666666,0.8816666666666667,0.9714506172839507,0.9629629629629629,0.9444444444444443,0.9714506172839507,0.9629629629629629,0.9444444444444443,0.8115182183333308,0.009934629999996466,0.0028188596666624,0.0021744626666715667
openml__climate-model-simulation-crashes__146819,DANet,17545.666666666668,0.004878057467425967,0.10158731364440086,0.4577016366764198,0.9999554724374388,0.9816666666666666,0.8566666666666668,0.9984567901234568,0.9814814814814815,0.9382716049382717,0.9984567901234568,0.9814814814814815,0.9382716049382717,20.68064177499997,0.03316141966629963,0.027293643333346468,0.027503862333115067
openml__climate-model-simulation-crashes__146819,DecisionTree,30027.333333333332,0.04739977565674786,1.3685983828663122,2.480831308338989,0.9906826075340636,0.8075,0.7458333333333332,0.9853395061728397,0.9382716049382717,0.8703703703703703,0.9853395061728397,0.9382716049382717,0.8703703703703703,0.0102572496666666,0.0029037666666665665,0.0004646690000002667,0.0004885783333334667
openml__climate-model-simulation-crashes__146819,KNN,52950.333333333336,0.16208222684862494,0.568641158037713,0.382187427915421,0.9556950752515806,0.8391666666666667,0.8425000000000001,0.9243827160493828,0.9382716049382717,0.9320987654320989,0.9243827160493828,0.9382716049382717,0.9320987654320989,0.0012285876666665002,0.0315147036666667,0.010483913666666634,0.015511546999999968
openml__climate-model-simulation-crashes__146819,LightGBM,67483.0,0.42177500028681764,0.6239645780778389,1.3833101721356076,0.9438396117196545,0.895,0.7166666666666667,0.976851851851852,0.95679012345679,0.9259259259259259,0.976851851851852,0.95679012345679,0.9259259259259259,0.183705028,0.0013915259999998668,0.0006136319999997,0.0005078076666669333
openml__climate-model-simulation-crashes__146819,LinearModel,82482.0,0.13754441916270665,0.15304629095078537,0.17867193283157348,0.9780924392198771,0.945,0.8816666666666667,0.9444444444444443,0.9382716049382717,0.9382716049382717,0.9444444444444443,0.9382716049382717,0.9382716049382717,0.027049789999999768,0.0005709286666665,0.00029283300000013335,0.00024220766666686668
openml__climate-model-simulation-crashes__146819,MLP,97391.66666666667,0.05533510313715569,0.1087061857486089,0.21952802401747537,0.9905601567370202,0.9633333333333334,0.8866666666666667,0.9861111111111112,0.9753086419753086,0.95679012345679,0.9861111111111112,0.9753086419753086,0.95679012345679,9.45724202166665,0.04556805133335346,0.04421057966670237,0.04633390200005153
openml__climate-model-simulation-crashes__146819,NODE,115719.0,0.28468946200783973,0.2942017571609697,0.2944885133593171,0.9812316323804436,0.9316666666666666,0.87,0.9405864197530865,0.9506172839506172,0.9444444444444443,0.9405864197530865,0.9506172839506172,0.9444444444444443,74.55200625633297,0.14486643966723986,0.047084520666260204,0.04322881566613047
openml__climate-model-simulation-crashes__146819,RandomForest,124913.66666666667,0.08372531632342563,0.1795333130161416,0.2175375337813813,1.0,0.9183333333333333,0.7883333333333334,0.9760802469135803,0.9444444444444443,0.925925925925926,0.9760802469135803,0.9444444444444443,0.925925925925926,0.2486107559999985,0.047644682999999334,0.0292976810000002,0.033360337666666504
openml__climate-model-simulation-crashes__146819,STG,144486.0,0.06917493074409733,0.1112372689394648,0.19352642154325742,0.9896696054857957,0.9666666666666667,0.8916666666666666,0.9714506172839507,0.9753086419753085,0.9444444444444443,0.9714506172839507,0.9753086419753085,0.9444444444444443,8.143103197999949,0.0030018339999931336,0.0010498903334147,0.0010380733332529333
openml__climate-model-simulation-crashes__146819,SVM,156944.66666666666,0.02186440214465853,0.1580614546963061,0.18609830690171872,0.9999777362187193,0.93,0.895,0.9976851851851851,0.9506172839506172,0.9320987654320989,0.9976851851851851,0.9506172839506172,0.9320987654320989,0.07001746966666646,0.016622795666666468,0.0020669929999999333,0.005970415333333333
openml__climate-model-simulation-crashes__146819,TabNet,168524.0,0.11538964224421557,0.11185866553990657,0.28618105824295736,0.9560958233146318,0.9683333333333334,0.8233333333333333,0.9591049382716049,0.9814814814814815,0.9444444444444446,0.9591049382716049,0.9814814814814815,0.9444444444444446,9.029341279666658,0.05323356099998827,0.013411282666667733,0.013475093999981367
openml__climate-model-simulation-crashes__146819,TabPFNModel,178941.0,0.02855897645958183,0.11135416028490687,0.182643798514888,1.0,0.9666666666666667,0.9116666666666667,0.9992283950617283,0.9506172839506172,0.9506172839506172,0.9992283950617283,0.9506172839506172,0.9506172839506172,0.0004981956666671667,0.8780743260000001,0.4457130369999996,0.4449261446666668
openml__climate-model-simulation-crashes__146819,VIME,196560.0,0.28856057800168605,0.25944494644616856,0.25993055979042873,0.9137055837563451,0.8799999999999999,0.8016666666666667,0.9120370370370372,0.925925925925926,0.925925925925926,0.9120370370370372,0.925925925925926,0.925925925925926,6.6265684689999995,0.04242281799999973,0.03998990566666544,0.038919246000000664
openml__climate-model-simulation-crashes__146819,XGBoost,210291.33333333334,0.1154682800636546,0.17065023861963435,0.2043520376132226,0.9976623029655357,0.9033333333333333,0.8216666666666667,0.9837962962962963,0.95679012345679,0.9320987654320988,0.9837962962962963,0.95679012345679,0.9320987654320988,0.1108737876666666,0.0013734406666658667,0.0011230920000000666,0.0005187526666670334
openml__climate-model-simulation-crashes__146819,rtdl_FTTransformer,224734.66666666666,0.06020833451700047,0.07730666259526457,0.22403894596909932,0.994768011399056,0.9816666666666666,0.77,0.9783950617283951,0.9814814814814815,0.9259259259259259,0.9783950617283951,0.9814814814814815,0.9259259259259259,7.604553604333357,0.06212653966664063,0.052147556999974136,0.051407089666668036
openml__climate-model-simulation-crashes__146819,rtdl_MLP,237789.33333333334,0.039827157009276436,0.09501052639267143,0.3966492723373376,0.9951464956808266,0.9700000000000001,0.8666666666666667,0.992283950617284,0.9691358024691358,0.9506172839506172,0.992283950617284,0.9691358024691358,0.9506172839506172,5.3606264813333455,0.046028286000004394,0.044757317333297374,0.04589466433333197
openml__climate-model-simulation-crashes__146819,rtdl_ResNet,252691.0,0.0214188063198238,0.11299037839067566,0.21367752601738035,1.0,0.94,0.9,0.996141975308642,0.9753086419753086,0.9320987654320989,0.996141975308642,0.9753086419753086,0.9320987654320989,2.710115212333335,0.0547825073333001,0.05142051633335613,0.0513644293333565
openml__cmc__23,CatBoost,4368.333333333333,0.8364079196849089,0.9463680428062956,0.9080538067734295,0.7991815145406614,0.7061755579633319,0.732728966677448,0.6285483077606587,0.5846356560642275,0.5608108108108109,0.6256109987035915,0.5794647762061289,0.5565758166741303,3.4227991153333335,0.0188106253333349,0.0041124246666583335,0.004605802666664667
openml__cmc__23,DANet,17639.0,0.8807680501802304,0.9855296491607373,0.9349142981379561,0.7802812504525739,0.713272580439055,0.729984804379268,0.5965506099504799,0.5959122387693816,0.5585585585585585,0.5977044480684666,0.5955865520910241,0.5580000666014863,44.225268124000046,0.1419546656670718,0.0448250296667538,0.044689628333496
openml__cmc__23,DecisionTree,30131.333333333332,0.6373392311494623,4.475765670685813,5.360040726722968,0.8597585786732175,0.681149894433247,0.6675134105929953,0.6936387821858205,0.5552491266776981,0.5,0.6932938438531305,0.5534739573222853,0.4938640323884418,0.007167764333333534,0.006805371666666667,0.00042644066666653333,0.0003454606666665333
openml__cmc__23,KNN,53052.0,0.8616559723721148,1.3304597047252773,1.1659233341375188,0.7710270951064689,0.6954830060366394,0.7128200590330541,0.595127848947883,0.5620365263222405,0.5472972972972973,0.5939379867360134,0.5575084614122786,0.5436233169361278,0.002341355333333167,0.09878342333333313,0.018809502999999898,0.030557361666666602
openml__cmc__23,LightGBM,67571.0,2.723228540583259,3.348621769648533,3.0967709782442903,0.778041006881426,0.6995284216545269,0.725601315326421,0.59909321224238,0.5710455353312497,0.518018018018018,0.5979043238967575,0.5688531796002226,0.513789869551685,0.1257774160000006,0.005161586333331966,0.0029084436666669,0.0012828249999993
openml__cmc__23,LinearModel,82572.0,0.939738131979818,0.9931556490699994,0.9889774662504763,0.7117131616977287,0.67145790117724,0.6797360193169498,0.5291620327162907,0.4808788380216951,0.48198198198198194,0.5239248717968942,0.4750440278885768,0.47772608787330983,0.0333373190000001,0.001336546,0.0004908373333332667,0.00042696099999986665
openml__cmc__23,MLP,97488.33333333333,1.266608084516365,1.3768295628116423,1.383844030355695,0.734985229329809,0.7094815809733149,0.703884240697005,0.5750339342202629,0.5892320892320893,0.545045045045045,0.5522807714170362,0.5682192486748746,0.5174801091440208,12.74016572399995,0.054215537999965535,0.0476551513333447,0.04891375866670456
openml__cmc__23,NODE,115789.0,0.8477163000973617,0.9429364209703467,0.9254972770944372,0.8072317655621509,0.7139601929105965,0.7334775595060101,0.6376080113128492,0.5575167003738432,0.5427927927927928,0.6378060508883007,0.5561958239519008,0.5416121172920743,86.92585012933317,0.4092759553330154,0.0755643266658315,0.07486480033336322
openml__cmc__23,RandomForest,125010.0,0.8547522978249802,0.9496960443100009,0.9407918165020841,0.7917764266141529,0.7057009375348476,0.7120124738348498,0.6098783560979902,0.5643500643500644,0.5202702702702703,0.59068202127645,0.5429389608429648,0.49449751435698364,0.10904797166666624,0.03550107499999963,0.06501225999999927,0.03390247466666593
openml__cmc__23,SAINT,137415.66666666666,0.9233698737606764,0.9855487740927326,0.9923269764818085,0.7328849655311437,0.678864864754907,0.6842331703923398,0.5438752759334134,0.5304130661273518,0.4864864864864864,0.5421901594254043,0.5243460556837464,0.4814114827293328,57.630997898999944,0.2565508000000894,0.09349802033360292,0.09217602366667654
openml__cmc__23,STG,144575.66666666666,0.9286998980412909,1.0146895231395525,1.0123591338397582,0.7413814455054116,0.6884100243385135,0.696482223971651,0.5416113116952493,0.5011184654041797,0.490990990990991,0.5451321844122017,0.5019936171949346,0.4888314181904569,19.742694638000028,0.006055739666767999,0.0014338603333688,0.0013644856667269333
openml__cmc__23,SVM,157026.0,0.884702564520107,0.9576930181579318,0.9324962953541155,0.75666043926259,0.6951945167054739,0.7195924847789515,0.5838111531191835,0.5530428387571243,0.5315315315315315,0.5719541366757489,0.5363125679625335,0.5198144719257408,2.373206748001394,0.2853107656652962,0.035772157660782435,0.037390375997347264
openml__cmc__23,TabNet,168621.0,0.9247231195193003,0.9319659289470227,1.0122363338410028,0.7314670924610253,0.7162946448798045,0.683737583631855,0.5450225242443957,0.5756572899430042,0.5157657657657658,0.5393399502533737,0.5699896096348075,0.5056988916786102,23.968084435333367,0.12438932400012463,0.02533738499998127,0.025101628666410098
openml__cmc__23,VIME,196657.0,1.1576257649018513,1.1681244245742042,1.2582725505763195,0.7456444456279535,0.7376392955016561,0.7222547697365075,0.5733308522766339,0.589140160568732,0.545045045045045,0.5593001674683019,0.5740374754144614,0.5263782733091751,13.205418489999877,0.04630658299989434,0.03943221966672653,0.039948688666650335
openml__cmc__23,XGBoost,210384.66666666666,0.8364428764030696,0.9340929053183581,0.9053272625037074,0.7969859842733721,0.7107512576562941,0.7335807961528839,0.6158054851547704,0.5553104124532696,0.5585585585585585,0.6131008827688665,0.5477277765726853,0.5554407623897756,0.21107468200000076,0.0038404023333384334,0.002007390666669467,0.003524693333334933
openml__cmc__23,rtdl_FTTransformer,224821.33333333334,1.2490149834809436,1.3327058728160524,1.2976461401180917,0.7370372765390325,0.7117084504627758,0.7180271527637925,0.5710692921631785,0.5801311515597231,0.5743243243243243,0.5598617012815229,0.5613180142321551,0.5644690669730652,6.908258118999963,0.06835843066657306,0.045770517000012896,0.04654832900003683
openml__cmc__23,rtdl_MLP,237888.0,1.475810229726078,1.955053707248031,1.8328122492907106,0.7611319890136129,0.7073141199438776,0.704659278380924,0.599098501316739,0.5733284304712876,0.5608108108108109,0.5959811884574374,0.5696208693976313,0.5602144168916746,5.153995809000018,0.0580498063333152,0.05046263066670533,0.050964166333301336
openml__cmc__23,rtdl_ResNet,252778.0,1.265163453226541,1.5233080436041913,1.5491235846620819,0.7665881036769969,0.7085114893650072,0.708637703447392,0.6098598443377333,0.577848256419685,0.5270270270270271,0.6082371529236221,0.5758569702756181,0.5254630134527467,4.3750244113333565,0.05727363600006654,0.04791881666668963,0.048594281000039964
openml__cnae-9__9981,CatBoost,4450.666666666667,0.348159742344722,0.47251339743035264,0.4277670340716628,0.9993836202739198,0.9935699588477366,0.996656378600823,0.9768518518518517,0.9197530864197531,0.9290123456790123,0.9768504449799211,0.9183006026001195,0.9289134113932827,1.3119116979999792,0.02705020666669113,0.02034458166662027,0.019872648000008
openml__cnae-9__9981,DANet,17708.0,0.0119264294985138,0.24744293170703882,0.37676715963071866,0.9999683521412037,0.995482896090535,0.9947595164609053,0.995756172839506,0.9722222222222223,0.9166666666666666,0.9957597004087181,0.9718102187667407,0.916815012386671,51.59177605833353,0.10928655066648686,0.0372586169996793,0.0366399300000921
openml__cnae-9__9981,DecisionTree,30220.0,0.6971188980555455,1.4795605973469683,1.4501181321823193,0.9470144515174895,0.9267618312757202,0.9314396862139916,0.7453703703703703,0.7037037037037037,0.7283950617283951,0.7731863379167542,0.7306855674207102,0.7507444328756411,0.058494453666663504,0.007371577666664967,0.0022630656666677,0.002955786666670133
openml__cnae-9__9981,KNN,53138.333333333336,0.5387414121764654,1.008287675283898,0.8969337817121418,0.9906422807355968,0.9762892232510287,0.9798578960905351,0.8923611111111112,0.8765432098765432,0.8395061728395062,0.8920082734125815,0.8743696427813726,0.8394095721682805,0.05862330933335136,1.9474712866666646,0.2922309076666636,0.3200316919999863
openml__cnae-9__9981,LightGBM,67673.33333333333,0.3175339220696766,0.5061002409306611,0.4954863003808698,0.9899259339634776,0.9761445473251027,0.9779449588477367,0.8946759259259259,0.8549382716049383,0.8364197530864198,0.8987319571192961,0.8546762294969771,0.8403321798973974,0.4939871656666666,0.020396628999999732,0.0029866436666686,0.0027849526666671003
openml__cnae-9__9981,LinearModel,82662.0,0.1376450598927258,0.3140928429995815,0.28390012160878425,0.9999844272440844,0.9950810185185185,0.9957883230452674,0.9972993827160495,0.9290123456790124,0.9382716049382717,0.9972992466532412,0.9285384073789871,0.9382383370789169,0.050000129999999865,0.0337433360000001,0.0024704760000000335,0.0076588746666666
openml__cnae-9__9981,MLP,97581.33333333333,0.009846586943507733,0.32934110528882493,0.5684016904348873,0.9999864366319445,0.9929269547325102,0.9902263374485599,0.9984567901234568,0.9691358024691358,0.9197530864197531,0.998456748260074,0.9677289470424483,0.9208197662370576,7.030932514999904,0.05584849866659163,0.04310776566664263,0.04236290466663673
openml__cnae-9__9981,NODE,115822.33333333333,0.7934715700232321,0.9046334646366261,0.9033199791555052,0.9999989953060701,0.996431327160494,0.9952739197530863,0.9996141975308642,0.9475308641975309,0.941358024691358,0.9996141870650185,0.9472353071869981,0.9402328374792144,150.85501446066652,0.43058637766638697,0.09143878200006361,0.09172751533332259
openml__cnae-9__9981,RandomForest,125100.0,1.1880985922963492,1.2434053147577073,1.234329562229771,0.989391687966178,0.98193158436214,0.9845679012345679,0.9197530864197531,0.888888888888889,0.882716049382716,0.920587994106091,0.8881484443703335,0.882312065745349,0.37148299499999854,0.06906876333333453,0.045468742666667596,0.04637010900000086
openml__cnae-9__9981,STG,144657.66666666666,0.013208956662366933,0.1876283140995332,0.19359061100472041,1.0,0.9954346707818931,0.996656378600823,0.9996141975308642,0.9537037037037037,0.9320987654320986,0.9996141870650185,0.9538206542071276,0.9329285659019179,13.636078177666755,0.008316728666765466,0.0016908779999387667,0.0016228859998742332
openml__cnae-9__9981,SVM,157095.33333333334,0.02850242431592113,0.31290994565479946,0.3001176798454667,0.9999984929591049,0.9942129629629629,0.9949845679012347,0.9972993827160493,0.9166666666666666,0.9104938271604938,0.9973012354876055,0.9169255060559408,0.9112575463849827,5.6928480816666465,1.275893331666639,0.16052148799998275,0.1593803549999985
openml__cnae-9__9981,TabNet,168709.66666666666,0.12154286824381016,0.31923251524814616,0.5410469468670539,0.9984030389981996,0.9901459619341564,0.9788451646090536,0.9637345679012346,0.9475308641975309,0.9012345679012346,0.9637239242576553,0.9469224388064967,0.9000832248709187,20.909243472667033,0.10640830833320551,0.014927063000413835,0.014522924999861601
openml__cnae-9__9981,VIME,196761.0,0.25957052213362825,0.380695991078287,0.45205214719232495,0.994235568576389,0.9891653806584362,0.9870113168724278,0.9448302469135802,0.9197530864197531,0.8796296296296297,0.9460452886980432,0.9204352235109079,0.8792422082599215,80.24107496166691,0.05860487000014317,0.04748746599993103,0.0467533849999881
openml__cnae-9__9981,XGBoost,210474.33333333334,0.09654278982116793,0.3083255164811918,0.2536060571641608,0.9998678827481995,0.9914801954732511,0.9944701646090536,0.9849537037037037,0.9166666666666666,0.9290123456790123,0.9850154301421528,0.9175592709148154,0.927952003266013,2.29594333033333,0.0391084193333123,0.007277329000013767,0.0074706306666408664
openml__cnae-9__9981,rtdl_MLP,237982.0,0.018933860082865534,0.17175568840724598,0.3374406006983625,0.9998281973379629,0.9970421810699589,0.9961098251028807,0.9969135802469137,0.9783950617283952,0.9475308641975309,0.9969154958203581,0.9782164641584932,0.9472310941876159,2.8797169729999936,0.05983478866666297,0.0470379609999961,0.04615419266664367
openml__cnae-9__9981,rtdl_ResNet,252871.33333333334,0.015181907371380301,0.2552143712096801,0.33916590574596883,0.999923643261317,0.9934735082304526,0.9926697530864197,0.9972993827160493,0.9660493827160493,0.9320987654320986,0.9972992777270923,0.965700878116337,0.9318632168655544,2.834633494666756,0.061406861666606895,0.0495465076666429,0.05057019866664323
openml__colic__25,CatBoost,4535.666666666667,0.2199257594653504,0.29511498912234985,0.3267408729820372,0.9740292096219932,0.9244444444444445,0.9355555555555556,0.9058956916099773,0.9009009009009009,0.891891891891892,0.9058956916099773,0.9009009009009009,0.891891891891892,1.7629460806667112,0.0027975570000139337,0.0009999946666567332,0.0009040029999530666
openml__colic__25,DANet,17763.333333333332,0.30747280954263095,0.5079557693409099,0.6835172229561577,0.944295532646048,0.9233333333333335,0.8411111111111111,0.8843537414965986,0.9099099099099099,0.7927927927927928,0.8843537414965986,0.9099099099099099,0.7927927927927928,22.648920441666785,0.041207433666613696,0.038143172333244935,0.03707655633335583
openml__colic__25,DecisionTree,30294.666666666668,0.26536496369203566,0.6286807053177724,1.527418848491149,0.9363144329896906,0.9127777777777778,0.8805555555555555,0.8934240362811791,0.891891891891892,0.8558558558558559,0.8934240362811791,0.891891891891892,0.8558558558558559,0.0015904649999999333,0.00047418633333326667,0.0001508219999999,0.00013371133333333336
openml__colic__25,KNN,53233.0,0.48439188713602893,0.5287440387196389,0.5385903862974003,0.7879639175257732,0.7188888888888889,0.6983333333333333,0.7142857142857143,0.7297297297297298,0.6306306306306307,0.7142857142857143,0.7297297297297297,0.6306306306306307,0.0008619780000002,0.009063705666666933,0.0035624689999992666,0.0035731913333333664
openml__colic__25,LightGBM,67750.0,1.641576577214324,0.5321899905358173,2.769664424859831,0.9118470790378007,0.9422222222222222,0.8427777777777777,0.8832199546485261,0.9099099099099099,0.8108108108108109,0.8832199546485261,0.9099099099099099,0.8108108108108109,0.0251351956666668,0.0035020866666658997,0.00022799299999926668,0.00020000099999956667
openml__colic__25,LinearModel,82752.0,0.34447701039851064,0.3933844204942929,0.4003884226240528,0.9180068728522337,0.9055555555555556,0.9044444444444443,0.86281179138322,0.8198198198198199,0.8288288288288288,0.86281179138322,0.8198198198198199,0.8288288288288288,0.0124639253333333,0.0010600209999999668,0.00029401199999993334,0.00022950933333333332
openml__colic__25,MLP,97670.33333333333,0.24861828439238168,0.35064883467357494,0.5855515366889538,0.9584364261168385,0.8911111111111111,0.8366666666666666,0.8809523809523809,0.8288288288288289,0.7657657657657658,0.8809523809523809,0.8288288288288288,0.7657657657657658,5.393778810333326,0.045864309999994135,0.0449223390000194,0.04483351666666136
openml__colic__25,NODE,115860.66666666667,0.44361731594179227,0.46886243825560214,0.4470880991435266,0.918041237113402,0.8888888888888888,0.8966666666666666,0.8798185941043083,0.8648648648648649,0.8828828828828829,0.8798185941043083,0.8648648648648649,0.8828828828828829,29.082626256333423,0.1058876533333664,0.042245325000166596,0.03518008399969586
openml__colic__25,RandomForest,125192.66666666667,0.2741378495461307,0.3868663831343719,0.39112227916749825,0.9843642611683849,0.9400000000000001,0.9066666666666666,0.9410430839002268,0.9099099099099099,0.8648648648648649,0.9410430839002268,0.9099099099099099,0.8648648648648649,0.10170360033333141,0.020966156333334568,0.014378110666666966,0.013859827666667665
openml__colic__25,SAINT,137473.33333333334,0.39058366559167096,0.46993517454478645,0.4433026115435201,0.9018041237113402,0.8044444444444444,0.8622222222222223,0.8514739229024944,0.7927927927927928,0.8108108108108109,0.8514739229024944,0.7927927927927927,0.8108108108108109,59.23423455966673,0.09619867699998487,0.07951484266662111,0.0772599853333228
openml__colic__25,STG,144759.33333333334,0.38195228682608656,0.4489259783882304,0.48684104106694176,0.8861168384879724,0.8677777777777776,0.8477777777777779,0.8061224489795918,0.8288288288288288,0.8018018018018017,0.8061224489795918,0.8288288288288288,0.8018018018018017,5.8909048039999545,0.0024678786666628666,0.0009311196666766667,0.0009137769999902
openml__colic__25,SVM,157186.0,0.3427663911624192,0.4070643062684891,0.4384696143308879,0.9651374570446736,0.8877777777777779,0.8544444444444443,0.9104308390022675,0.8288288288288288,0.8018018018018017,0.9104308390022675,0.8288288288288288,0.8018018018018017,0.0680068593333338,0.004173658999999167,0.0006810206666673,0.0006081813333326
openml__colic__25,TabNet,168806.66666666666,0.5795191221703867,0.3939979954154213,0.6079057157857667,0.9012542955326461,0.9233333333333332,0.8822222222222221,0.8276643990929705,0.8738738738738739,0.8198198198198199,0.8276643990929705,0.8738738738738739,0.8198198198198199,21.758236435666692,0.06938129666663896,0.021515359666731567,0.021686949666673134
openml__colic__25,TabPFNModel,179031.0,0.12349485879534423,0.3777488792243808,0.38964104774378666,0.9990549828178694,0.898888888888889,0.8911111111111111,0.9863945578231292,0.8378378378378378,0.8468468468468467,0.9863945578231292,0.8378378378378378,0.8468468468468467,0.0006923333333335334,0.7245656109999997,0.3582055023333339,0.3599591566666665
openml__colic__25,VIME,196837.66666666666,0.4459700069417691,0.49433626946028286,0.5129220468906669,0.9159106529209623,0.8477777777777779,0.8122222222222222,0.8027210884353742,0.7837837837837838,0.7207207207207208,0.8027210884353742,0.7837837837837838,0.7207207207207208,7.40313966100003,0.048991203999927735,0.0445353100000526,0.04298570933334147
openml__colic__25,XGBoost,210564.66666666666,0.19565813468986706,0.3025683287178745,0.34453521485583066,0.9927405498281786,0.9366666666666666,0.9166666666666666,0.9580498866213153,0.9279279279279279,0.9009009009009009,0.9580498866213153,0.9279279279279279,0.9009009009009009,0.045946129333332864,0.005166264333333567,0.0004748120000007667,0.00044300699999996664
openml__colic__25,rtdl_FTTransformer,224913.66666666666,0.2989541090670614,0.34304513867843794,0.39460291690822386,0.942594501718213,0.9077777777777777,0.8655555555555555,0.8809523809523809,0.9009009009009009,0.8558558558558559,0.8809523809523809,0.9009009009009009,0.8558558558558559,5.064973998333336,0.05580604233332246,0.0458416256666662,0.044950448666661764
openml__colic__25,rtdl_MLP,238061.66666666666,0.2674011712954962,0.353166570325577,0.4069885091021939,0.9558762886597938,0.9055555555555554,0.9066666666666667,0.8866213151927438,0.8828828828828829,0.8558558558558559,0.8866213151927438,0.8828828828828829,0.8558558558558559,2.830177024333333,0.04623433933333363,0.044335313666654934,0.044362792666655965
openml__colic__25,rtdl_ResNet,252952.33333333334,0.308178125581771,0.38014983668488656,0.4547902705459352,0.9359450171821306,0.8866666666666667,0.8555555555555556,0.86281179138322,0.8558558558558559,0.7657657657657658,0.86281179138322,0.8558558558558559,0.7657657657657658,3.950367728333345,0.051099126999986234,0.04841806599998927,0.047939557333317305
openml__colic__27,CatBoost,4622.0,0.2697833570935213,0.2773124109217618,0.32876615301855633,0.9646728487367976,0.9612332112332113,0.9364283059935236,0.8968253968253967,0.918918918918919,0.8828828828828829,0.8968253968253967,0.918918918918919,0.8828828828828829,0.44067363833332784,0.0021773663333398666,0.0008773103333166665,0.0008160663333450667
openml__colic__27,DANet,17864.0,0.2574598633030553,0.29747270780313295,0.4551445078681106,0.9578505102565154,0.962268407920582,0.9103493125232255,0.9047619047619047,0.963963963963964,0.8468468468468467,0.9047619047619047,0.963963963963964,0.8468468468468467,20.588875887000142,0.03627073933337967,0.032646341999907166,0.03165162999997993
openml__colic__27,DecisionTree,30400.0,0.2292859499768148,1.4770674981518905,2.388714560627278,0.9308752324659041,0.8908929235016189,0.8845589796676753,0.917233560090703,0.891891891891892,0.8738738738738739,0.917233560090703,0.891891891891892,0.8738738738738739,0.0014306099999998334,0.0004149946666667334,0.00014256466666656668,0.0001272353333332
openml__colic__27,KNN,53315.666666666664,0.5315843790109059,0.8321554667101517,0.8567491210445771,0.7765634011531342,0.7668153102935711,0.732056590752243,0.7267573696145124,0.7567567567567567,0.7297297297297298,0.7267573696145124,0.7567567567567567,0.7297297297297297,0.0009436443333332334,0.009233179666666433,0.004172963333333266,0.0037046366666665335
openml__colic__27,LightGBM,67842.33333333333,0.1282761758508897,0.1970996452928747,0.2834456890962553,0.989809075130176,0.9927536231884058,0.9496834687052079,0.9625850340136055,0.963963963963964,0.891891891891892,0.9625850340136055,0.963963963963964,0.891891891891892,0.048915106333333264,0.0011863763333333332,0.0016221846666667668,0.001619926
openml__colic__27,LinearModel,82842.0,0.3728984645526426,0.3564900239860466,0.36010145997427795,0.9012698729537637,0.9141516695864521,0.9278481180655094,0.86281179138322,0.8558558558558559,0.8828828828828829,0.86281179138322,0.8558558558558559,0.8828828828828829,0.013862316333333432,0.0010489343333332667,0.0003325673333334,0.00022986033333343334
openml__colic__27,MLP,97760.66666666667,0.2983367418768074,0.3878299108916696,0.46341659252019624,0.9431963876085926,0.8948213622126665,0.8728234326060412,0.8798185941043083,0.8738738738738739,0.8018018018018017,0.8798185941043083,0.8738738738738739,0.8018018018018017,5.491577603333364,0.04225609299999173,0.04171883899997883,0.04067152566669086
openml__colic__27,NODE,115954.33333333333,0.4302586454923461,0.4396396276650128,0.4526029677541406,0.9213188642269475,0.9256051919095398,0.9001366990497424,0.9024943310657596,0.9009009009009009,0.8738738738738739,0.9024943310657596,0.9009009009009009,0.8738738738738739,59.91708823133346,0.18469801033340136,0.07750380633297023,0.0631786656670859
openml__colic__27,RandomForest,125281.0,0.2511428593896203,0.35689682729984873,0.3885856367631148,0.9774722722103569,0.9347527472527473,0.9007372458459414,0.9331065759637188,0.936936936936937,0.8558558558558559,0.9331065759637188,0.936936936936937,0.8558558558558559,0.06449651499999887,0.014633171666666068,0.010232625999999433,0.009497623333332234
openml__colic__27,SAINT,137493.66666666666,0.3432335200785002,0.30591071271211717,0.3423607751458615,0.918488281506615,0.9363553113553112,0.9250079630514413,0.8673469387755102,0.9009009009009009,0.8738738738738739,0.8673469387755102,0.9009009009009009,0.8738738738738739,56.809128741666676,0.17900438500006757,0.3148920203333105,0.06988435233332284
openml__colic__27,STG,144852.33333333334,0.43041464152942305,0.3413350278897596,0.43799982926397174,0.8730441527637068,0.9280405584753412,0.8842437755481233,0.8231292517006802,0.918918918918919,0.8198198198198199,0.8231292517006802,0.918918918918919,0.8198198198198199,5.386874056666708,0.0031347839999397663,0.0011237966666612666,0.0011140989999299667
openml__colic__27,SVM,157275.0,0.3511404476577144,0.47652666510628366,0.46058313968844145,0.967608996167643,0.89308276264798,0.8695851250199077,0.9387755102040817,0.8558558558558559,0.8468468468468467,0.9387755102040817,0.8558558558558559,0.8468468468468467,0.089808498,0.0037737656666661334,0.0006080783333335334,0.0005734113333334666
openml__colic__27,TabNet,168891.66666666666,1.4122659124696149,0.6426014191198441,1.2172304967633076,0.8146652363156903,0.9029967616924139,0.8183694324998673,0.7811791383219955,0.8738738738738738,0.7567567567567567,0.7811791383219955,0.8738738738738738,0.7567567567567567,11.229895873333342,0.04447257300004514,0.013603862000005967,0.013599922999958334
openml__colic__27,TabPFNModel,179121.0,0.12357497849219735,0.29786379243507305,0.313015280031339,0.9981347342204684,0.9352205765249244,0.9299516908212561,0.9739229024943311,0.8918918918918918,0.8918918918918918,0.9739229024943311,0.8918918918918918,0.8918918918918918,0.0007819643333330668,0.7266077573333337,0.37259402499999966,0.41211457699999987
openml__colic__27,VIME,196933.0,0.46862428637048287,0.49659076192089024,0.5740481924500551,0.8989641528317645,0.8540505388331475,0.7370666772840687,0.8129251700680272,0.7837837837837838,0.7657657657657658,0.8129251700680272,0.7837837837837838,0.7657657657657658,7.276600767000029,0.04311276866663619,0.040742107333358,0.04101023000005923
openml__colic__27,XGBoost,210658.66666666666,0.20617294121035235,0.3033286856470612,0.31967798002936815,0.9862373289425125,0.9698465785422307,0.948950204384987,0.95578231292517,0.9099099099099099,0.9009009009009009,0.95578231292517,0.9099099099099099,0.9009009009009009,0.06349716066666711,0.0011769796666657333,0.0004823486666672,0.00045498
openml__colic__27,rtdl_FTTransformer,224998.0,0.29395690611447467,0.2598664438570136,0.3721119587955711,0.9388237179203119,0.94951425386208,0.8926248871901046,0.8934240362811791,0.9279279279279281,0.8558558558558559,0.8934240362811791,0.9279279279279281,0.8558558558558559,7.279310545333278,0.0655601203332748,0.05634623833336027,0.056528834666615034
openml__colic__27,rtdl_MLP,238162.33333333334,0.30230798045125323,0.2614738355197816,0.3990512673567004,0.9408954142636036,0.9588642034294207,0.9026384243775549,0.883219954648526,0.9279279279279279,0.8198198198198199,0.883219954648526,0.9279279279279279,0.8198198198198199,3.458012142999962,0.049915628333299766,0.04675535100003,0.04656791599998646
openml__colic__27,rtdl_ResNet,253050.66666666666,0.22884520545791398,0.2810656348002659,0.4038565735333192,0.9715922097657184,0.9461432287519244,0.9034745447788924,0.9070294784580498,0.9279279279279279,0.8648648648648649,0.9070294784580498,0.9279279279279279,0.8648648648648649,3.9321465086666727,0.05220696133333996,0.04766233933333427,0.046896070000004834
openml__collins__3567,CatBoost,4710.0,0.055197697234570194,0.06732512387153627,0.06912324701134026,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,47.03072242933334,0.0042983823333362665,0.001131043333333,0.0010905336666624
openml__collins__3567,DANet,17960.0,0.14424631215083447,0.2246496920562094,0.27633661116780783,0.9986982833360253,0.993635531135531,0.991407203907204,0.965,0.96,0.9133333333333334,0.9648589468424104,0.9559576719576719,0.9095622895622895,19.953164624000237,0.024231127000045132,0.01792415133362123,0.017767253666534064
openml__collins__3567,DecisionTree,30490.0,1.4660310003004527e-14,1.466234541188301e-14,1.466234541188301e-14,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.004222342000000833,0.0004636400000019,0.0001574973333333,0.0001412553333324
openml__collins__3567,KNN,53415.666666666664,0.6246481216323666,1.5696258206347948,1.7944468050208802,0.9806050524600276,0.9587131761536524,0.9584822518751089,0.7383333333333333,0.7266666666666667,0.68,0.7262589395118518,0.6973812963782003,0.6613816314404549,0.0009169506666675334,0.011708593999998067,0.0051713259999939,0.0042205623333296
openml__collins__3567,LightGBM,67928.0,0.01726918032172557,0.07899268895335353,0.09670070437478302,1.0,0.9992063492063492,0.9994708994708995,1.0,0.9933333333333333,0.9866666666666667,1.0,0.9904761904761905,0.9811428571428572,2.6377302170000028,0.13751877900000406,0.01678992266667473,0.018104736333337167
openml__collins__3567,LinearModel,82932.0,0.5399710135985617,0.8189923145173363,0.7670623251312197,0.9902548809547658,0.9699085823788205,0.9774676943426943,0.8024999999999999,0.6933333333333334,0.7133333333333334,0.7993884319406629,0.664258940577826,0.7022237143661293,0.011999323999999902,0.0012798416666666335,0.0003172636666665333,0.00023024633333320002
openml__collins__3567,MLP,97856.0,7.111162006098451,7.3423961012742565,7.458035991922759,0.7221613450767815,0.7398846832180167,0.7414336831598737,0.465,0.48,0.47333333333333333,0.3408316798625704,0.3488515519568151,0.3421449742183354,5.697855237333329,0.04335498499996973,0.04099605299998637,0.041574809999966995
openml__collins__3567,NODE,116017.0,1.7380673757195473,1.7644994417826334,1.7803959027926126,0.999643449990888,1.0,0.9969256933542647,0.89,0.8666666666666667,0.8533333333333334,0.8530592942397015,0.8213611807296018,0.8087901698691172,131.58691894000017,0.38535825433291393,0.15191096633361664,0.1510013686665843
openml__collins__3567,RandomForest,125386.0,0.308633432905854,0.9107296773807212,0.9472106239211233,1.0,0.9906824524681667,0.9844288427621762,1.0,0.8933333333333334,0.8266666666666667,1.0,0.8777845117845118,0.8158677248677249,0.2514158513333342,0.0442195379999977,0.0330981576666668,0.03285469066666727
openml__collins__3567,SAINT,137509.0,0.002143372839066867,0.0033045608429528666,0.0030396371278523337,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,39.376617304333344,0.0996463883334399,0.094669318333293,0.09172418899993313
openml__collins__3567,STG,144948.33333333334,0.4145669586358902,0.5693944827280938,0.7298930798595151,0.9962100117557174,0.9898639455782313,0.9808283911855341,0.8775000000000001,0.8133333333333334,0.7666666666666666,0.8733417022695806,0.8050390132743074,0.7575502177561001,7.3466746446666775,0.0029184813333623665,0.0010029170000696334,0.0009550856666654
openml__collins__3567,SVM,157357.0,0.19406010295051335,0.23919337027204177,0.2513451300153052,1.0,1.0,1.0,1.0,0.9933333333333333,0.9866666666666667,1.0,0.9904761904761905,0.9864761904761905,0.11272467999999942,0.0145719153333369,0.00204852233333,0.0019412436666664667
openml__collins__3567,TabNet,168968.66666666666,0.036815632355445965,0.0128933222701595,0.15700794676351526,0.9999778943992873,1.0,0.9991859991859992,0.9916666666666667,1.0,0.9733333333333333,0.9912538353333699,1.0,0.9683389355742297,16.04177051533326,0.047540630666629065,0.011619768666712068,0.011577139666663036
openml__collins__3567,VIME,197023.33333333334,8.792719733849777,9.111396632984833,9.648608787796482,0.7438017122776328,0.7493260267069791,0.7433323642847453,0.5516666666666666,0.5533333333333333,0.48,0.4448243333555937,0.44211832336660706,0.3820563166680813,8.207087057666664,0.045035222666721574,0.042266578666612965,0.043419861333366734
openml__collins__3567,XGBoost,210745.66666666666,0.020475337716828367,0.06351739401929075,0.061631537067393403,1.0,1.0,1.0,1.0,1.0,0.9933333333333333,1.0,1.0,0.9904761904761905,1.847354045666669,0.007801293666662833,0.0026172119999957333,0.0038709419999891337
openml__collins__3567,rtdl_FTTransformer,225084.0,0.00033285748928386667,0.00034418706510523335,0.0003465497054760333,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,13.719577997666667,0.0629821106666656,0.04929562133333217,0.049852276333335
openml__collins__3567,rtdl_MLP,238240.33333333334,8.37559091621025,8.453839040784262,8.843077438793426,0.8107271412080075,0.8167022792022792,0.8098680640347307,0.6616666666666666,0.66,0.6466666666666666,0.5676597676320144,0.5644518999518998,0.5523567946215006,6.110497107000015,0.049002061666631826,0.04498485800002067,0.0453456850000293
openml__collins__3567,rtdl_ResNet,253126.66666666666,0.0932253364975964,0.11830859839686352,0.17023673860416158,0.9990584254535148,1.0,0.9984126984126984,0.9883333333333333,0.9866666666666667,0.98,0.9837647516578111,0.9817777777777777,0.9747474747474746,7.783773640333368,0.049473146666683065,0.04651105033335883,0.04523143266668047
openml__connect-4__146195,CatBoost,4824.0,0.47159236753810524,0.4944053594818449,0.4943031113748466,0.8820435992666965,0.8637028000604223,0.8637023526423983,0.8175779443056713,0.8065916716005526,0.8070850601934083,0.7890647885320806,0.7762917540743386,0.7764107453743326,12.673005887666628,1.8681478106666038,0.13248808566667467,0.06976068599999503
openml__connect-4__146195,DecisionTree,30580.0,0.5672824066038037,1.225798506297658,1.2282938714820928,0.8147218953501456,0.7489221839242073,0.7444889809728056,0.7677737687729361,0.736925202289323,0.7363331359778962,0.7367729385891643,0.7006573418279821,0.7006287682416242,1.32410851066669,0.1610023089999875,0.031937389333317336,0.0626992466666441
openml__connect-4__146195,KNN,53489.0,0.5019797574418395,1.0228772085691258,1.0306552294973688,0.8956282602003255,0.8064353325281304,0.8067044022768891,0.8137169642581799,0.7745214130649298,0.7779751332149201,0.7847158673865587,0.7362416198602446,0.7402632936136051,1.1386943346667053,841.9335047013333,104.93204364833339,105.53913655966672
openml__connect-4__146195,LightGBM,68026.66666666667,0.1888319489021969,0.3384688322931704,0.3386134887837427,0.9912770917303382,0.9230892519241215,0.922754756765984,0.9534030283405804,0.8685612788632326,0.8683639234260904,0.9513149313105078,0.857760116705432,0.857525422669103,58.82876534266658,13.918209166333478,1.7036944370001947,1.6723929646665663
openml__connect-4__146195,LinearModel,83022.0,0.8150153743678922,0.8183999284508584,0.8168281430169598,0.6087480429559466,0.6026984331116986,0.6052234308219705,0.6610663952878774,0.6603512926781133,0.6609433589895402,0.5375540183105227,0.5375914308786703,0.5383522722531192,0.4226664283333334,0.27746000966666656,0.0800523933333329,0.09179842533333306
openml__connect-4__146195,MLP,97927.0,1.058704861280984,1.2203578158656259,1.2162749762593297,0.8535930406749684,0.8342308493471554,0.8348943237346802,0.8627563450211243,0.8193210972962305,0.8162127491612394,0.843438533324616,0.7968604038792387,0.7934713842566218,141.33344141833246,0.40501784700124216,0.0994994723332638,0.10171773266847589
openml__connect-4__146195,NODE,116026.0,0.32117375509927903,0.4242992300845503,0.42528132668038143,0.9323463813726051,0.8774163963126252,0.8779335139953689,0.8869954050636815,0.8379218472468916,0.837428458654036,0.8718588396001076,0.8186990034794493,0.8183152888324404,566.3942428553333,6.5524846753332895,0.8327387026666125,0.8308663440000524
openml__connect-4__146195,RandomForest,125464.0,0.6294481685159555,0.6662631604904136,0.6652215432035722,0.8685075807226449,0.8021486653183842,0.8022240097954126,0.7383044993369724,0.7256759423722124,0.7261199921057825,0.6737112763958879,0.657139374916381,0.6569695773813189,4.032318564000017,1.1502266370000218,0.2644595860000057,0.2074312236666931
openml__connect-4__146195,SAINT,137512.0,0.22619398966950618,0.33778917699355976,0.3436665920929059,0.9661356227783985,0.9256691216925311,0.9230961531240683,0.9121842908687205,0.8655022695875272,0.8622459048746793,0.9084036292536936,0.8591532160429712,0.8564448183159259,348.3612633499991,1.9173082240001043,0.29522859133188223,0.2849631619998642
openml__connect-4__146195,STG,144990.66666666666,0.7892516732382747,0.7975370052523961,0.7939827481792788,0.6530651465139244,0.6429115605571792,0.6441379218896671,0.6706633361087982,0.6687882376159463,0.6686895598973752,0.5855372714204427,0.5835187416308194,0.583528950320548,685.8547669463333,0.3402610983332579,0.037292035333318034,0.035034368666780766
openml__connect-4__146195,TabNet,169027.0,0.2945012559647608,0.4078277940804176,0.40916432616938536,0.9408295635775602,0.8967855558586887,0.8954869997637657,0.8811052517963426,0.8397473850404579,0.8433491217683047,0.8719499343506025,0.8278587645957995,0.8311578406133627,338.0661320009979,3.0457378106657416,0.3819212619988927,0.37836314200103516
openml__connect-4__146195,VIME,197088.0,11.632162105586067,11.626631185574153,11.631887764438547,0.5038956740031616,0.5044024562973366,0.503542507716547,0.6582909303975083,0.6583283994474048,0.6583777383066903,0.5226428500907331,0.5226905399845232,0.5227533345212707,191.28732709300002,0.4980372819999843,0.0993869313333277,0.09762566566667863
openml__connect-4__146195,XGBoost,210845.33333333334,0.2090943661656981,0.3751117612087707,0.3745514307404318,0.9871006838368394,0.9071654897567535,0.9081174827102383,0.9451568137663058,0.8549437537004145,0.8548944148411288,0.9411479989957864,0.8415246897872358,0.8409065701786488,9.332747881999984,1.282632083333321,0.1711220986666717,0.18428242299998485
openml__connect-4__146195,rtdl_FTTransformer,225155.0,0.8916997781683604,1.1745867095335247,1.2189448295529701,0.9127229831925371,0.8882088345459319,0.8832735979358519,0.8972831282573165,0.8538089599368464,0.8513913558318532,0.8895515860158504,0.843467564173332,0.840332506938298,759.1654141646662,2.0189335406673004,1.1209069593326906,1.1388302606659029
openml__connect-4__146195,rtdl_MLP,238333.33333333334,0.9552802765572027,1.200624561191826,1.2049998499457086,0.9117882063689434,0.8893398451406792,0.8885971360027586,0.9059672495142936,0.8555851588711268,0.8552397868561279,0.8983705209588582,0.8444577524549274,0.8441750127686248,219.04754743866576,0.5276815493334652,0.115078915000898,0.11512254666680137
openml__connect-4__146195,rtdl_ResNet,253203.33333333334,0.7188961918070528,0.9369896265024779,0.9398829759043558,0.9286810036803073,0.9034446620270599,0.9031877816268663,0.9027662133407347,0.8613578054075389,0.859285573317545,0.8958448667196591,0.8519245008044639,0.8497537292912997,272.7468349243339,0.607400566999786,0.1255514499998753,0.12430191333275308
openml__covertype__7593,DecisionTree,30672.666666666668,0.507660743634157,0.568723509362969,0.5733156768508579,0.9572788840021335,0.951267947519685,0.9494102883241634,0.7980934102366216,0.7925520966337302,0.7921058029139446,0.7931528182349213,0.7871953160693979,0.7867622023531501,16.503907194333312,1.7220970883332332,0.2671817150002956,0.25675575566666936
openml__covertype__7593,KNN,53530.0,0.049330044307082495,0.1288135729618027,0.1356047957345032,0.9995085496955687,0.9959760611025912,0.9946986638962114,0.9849056279709139,0.9689966959861761,0.9682281047193123,0.9848865243876871,0.968941606891272,0.9681678995263754,26.57755680966511,301.9297631336667,43.455093272998056,41.87969838700034
openml__covertype__7593,LightGBM,68119.0,0.014947079066897434,0.07391930947896623,0.07463745215354096,0.9999999783588516,0.9985998850553367,0.9984876936970385,0.9999749000859502,0.9719513073518246,0.9716703454828733,0.9999749000369943,0.9718995054214584,0.9716166806285976,574.5684629693338,278.72328236500107,32.43697178933386,31.593692124666024
openml__covertype__7593,MLP,97978.33333333333,5.054199172662337,5.050969216581566,5.047989055753578,0.6260394371036252,0.6260809240354034,0.6261011517421673,0.7636907326186786,0.7648304845199002,0.7644531501823425,0.729871580689544,0.7308373117105688,0.7305148080679248,550.3141058100003,3.421265503666291,0.4919117060004889,0.4905602506660216
openml__covertype__7593,RandomForest,125556.66666666667,0.5968222619281879,0.6026459475715578,0.6026245826166784,0.9584992572156183,0.955719912946949,0.95518286939309,0.7724412966675622,0.7695635170748932,0.7701672336686318,0.7622769710801877,0.7587942348020879,0.7593719553271687,67.87052102399987,8.449069065666057,1.2119925673337093,1.155451582666122
openml__covertype__7593,rtdl_MLP,238372.0,17.691980809312724,17.692415346106547,17.69218030650918,0.5181701173524345,0.5184751731824054,0.5179620862188591,0.4875995659865641,0.48759638336237116,0.48759932302491443,0.3196469563268876,0.3196434674541986,0.3196466900149124,494.0112810096667,4.64706479000002,0.6342682986667493,0.6151393376666571
openml__covertype__7593,rtdl_ResNet,253234.33333333334,3.0025520791858633,3.0038564262956693,2.997282509543068,0.6865106223810816,0.6864369559353602,0.6863791148653681,0.8253275380415076,0.8234693330435028,0.8244169634943302,0.8002850114040024,0.7984517623020051,0.7993771311426169,589.1266593839997,5.212911228000697,0.7012936093335611,0.7080910783333062
openml__credit-approval__29,CatBoost,4906.0,0.2515815994549626,0.3508036857469392,0.314848462236946,0.9719429314352954,0.9185354480770439,0.9433048433048432,0.9190821256038647,0.8695652173913043,0.8937198067632851,0.9190821256038647,0.8695652173913043,0.8937198067632851,1.7436441009999992,0.014168101000008633,0.002335168999998367,0.0027745479999966333
openml__credit-approval__29,DANet,18041.0,0.21126221777803567,0.36277556381289605,0.41461281937461747,0.9694677455829753,0.9262587126763697,0.9250712250712251,0.9136473429951691,0.8985507246376812,0.8502415458937197,0.9136473429951691,0.8985507246376812,0.8502415458937197,47.825351036333664,0.07639716133356457,0.055051755333503566,0.054865033333195805
openml__credit-approval__29,DecisionTree,30754.666666666668,0.26839367611168247,1.1770916442987651,1.6158696916201645,0.9403451985997814,0.8845527452488403,0.8806267806267808,0.8810386473429951,0.8502415458937197,0.8454106280193238,0.8810386473429951,0.8502415458937197,0.8454106280193238,0.005135637999999866,0.0008456290000004333,0.0003316053333328,0.00042757399999966667
openml__credit-approval__29,KNN,53585.0,0.49160023978077844,1.6581544277615408,1.567967711581853,0.8207505567655832,0.75087695113162,0.6962962962962963,0.7493961352657005,0.7294685990338164,0.6666666666666666,0.7493961352657005,0.7294685990338164,0.6666666666666666,0.0011984179999995,0.0201362169999998,0.0097448760000009,0.0197779653333327
openml__credit-approval__29,LightGBM,68203.0,0.19353186776881678,0.6065228514945892,0.6318718237190852,0.9791951505497667,0.9136689255534756,0.9138176638176638,0.9589371980676328,0.8695652173913043,0.8647342995169082,0.9589371980676328,0.8695652173913043,0.8647342995169082,0.1934894409999999,0.003650494666667333,0.0011185920000009,0.0012293916666671334
openml__credit-approval__29,LinearModel,83112.0,0.40992708896345986,0.4181215381823294,0.39168724099451097,0.8958873152657971,0.885866720841254,0.8971509971509972,0.8381642512077295,0.8164251207729468,0.8357487922705314,0.8381642512077295,0.8164251207729468,0.8357487922705314,0.030899526666666764,0.0010045486666667334,0.0003312009999998,0.0002587686666666667
openml__credit-approval__29,MLP,98037.66666666667,0.3802421045250029,0.46722479494105523,0.49627598065646533,0.9107617437737607,0.8420578603940233,0.8353276353276353,0.8460144927536232,0.8067632850241546,0.7729468599033816,0.8460144927536232,0.8067632850241546,0.7729468599033815,10.499411913333367,0.04975525333336837,0.04618080866672843,0.044319318666661396
openml__credit-approval__29,NODE,116066.33333333333,0.4779251453417223,0.5071256732307194,0.4845815953137218,0.9311803533697232,0.9097654530591712,0.9384615384615383,0.9057971014492754,0.859903381642512,0.8840579710144928,0.9057971014492754,0.859903381642512,0.8840579710144928,89.21335805833284,0.19640177633300474,0.045600950999869334,0.045053522000064995
openml__credit-approval__29,RandomForest,125630.66666666667,0.2444936132212928,1.0018612756533398,0.5100392446097491,0.9684616340133906,0.9093516462786412,0.9283475783475784,0.9208937198067634,0.859903381642512,0.8454106280193238,0.9208937198067634,0.859903381642512,0.8454106280193238,0.11675157766666656,0.04266552633333254,0.02396967166666633,0.02871501133333367
openml__credit-approval__29,SAINT,137529.33333333334,0.3062480190782335,0.3680002278409862,0.35650235662857693,0.9448724834728948,0.9074359458060647,0.9333333333333332,0.8792270531400966,0.8550724637681159,0.8550724637681159,0.8792270531400966,0.8550724637681159,0.8550724637681159,121.24978186899989,0.4899737546666074,0.577926319333225,0.10110776100039703
openml__credit-approval__29,STG,145047.66666666666,0.19067259199491804,0.4684001831524805,0.4899974804415919,0.9705089575282467,0.898863784772104,0.9113960113960115,0.9227053140096618,0.8405797101449276,0.8502415458937197,0.9227053140096618,0.8405797101449276,0.8502415458937197,9.173516065666567,0.003501624999974667,0.0010539060000003665,0.0010122753332476666
openml__credit-approval__29,SVM,157449.66666666666,0.34390133382719296,0.383843324836469,0.34971789698137995,0.9259756559155892,0.9141514179714519,0.9324786324786324,0.8665458937198068,0.8550724637681159,0.8454106280193238,0.8665458937198066,0.8550724637681159,0.8454106280193238,72.22317330566663,0.03575356499989837,0.004074811000161,0.0065587843332650005
openml__credit-approval__29,TabNet,169080.0,0.3367064869482826,0.3624993252845415,0.4251103664859656,0.9355584641149054,0.9178386758183024,0.9082621082621083,0.8665458937198066,0.893719806763285,0.8357487922705314,0.8665458937198066,0.893719806763285,0.8357487922705314,7.614827146000304,0.05799869899988147,0.010828626999909767,0.010782323666641433
openml__credit-approval__29,TabPFNModel,179211.0,0.19514691340160592,0.36542667669878487,0.3081226012982194,0.9800436033266946,0.9159771499330073,0.9418803418803418,0.9251207729468599,0.8502415458937197,0.888888888888889,0.9251207729468599,0.8502415458937197,0.888888888888889,0.0007341700000005666,1.101782379333334,0.5630158916666664,0.5667246713333339
openml__credit-approval__29,VIME,197161.66666666666,0.5356713006486306,0.5622792576680383,0.5627133859960355,0.8521472413859938,0.7955683252797005,0.7991452991452993,0.7862318840579711,0.7391304347826088,0.7294685990338164,0.7862318840579711,0.7391304347826088,0.7294685990338164,8.076686233333286,0.046325454333327735,0.0426749253333961,0.042259957666677395
openml__credit-approval__29,XGBoost,210941.66666666666,0.13361709124101825,0.36521348632639555,0.35436449027815686,0.9908831910595293,0.9182563522122096,0.929059829059829,0.9643719806763285,0.8647342995169082,0.8647342995169082,0.9643719806763285,0.8647342995169082,0.8647342995169082,0.09960416133333473,0.0018659616666672999,0.0011426879999991667,0.0005900266666690334
openml__credit-approval__29,rtdl_FTTransformer,225203.33333333334,0.2696133330964892,0.3366120599102283,0.37120743538140527,0.9541453378868258,0.9262142121225313,0.923076923076923,0.8876811594202899,0.8840579710144928,0.8454106280193238,0.8876811594202899,0.8840579710144928,0.8454106280193238,6.60795226800002,0.06322100833335746,0.04767843966664026,0.048750104333331934
openml__credit-approval__29,rtdl_MLP,238435.66666666666,0.28867084477591926,0.40222557754544463,0.36208267026362595,0.9493310398137941,0.8989179593593856,0.9247863247863247,0.8907004830917874,0.8405797101449276,0.859903381642512,0.8907004830917874,0.8405797101449276,0.859903381642512,4.636998973000004,0.050705755000014535,0.0479193433333667,0.04729705533339743
openml__credit-approval__29,rtdl_ResNet,253287.0,0.3286946530668925,0.35477377050376274,0.35973380469085936,0.9455440535248653,0.9247781018578981,0.9262108262108262,0.8792270531400966,0.859903381642512,0.8502415458937197,0.8792270531400966,0.859903381642512,0.8502415458937197,7.8880824043333275,0.05735062466662077,0.05325028999994663,0.05304719366658609
openml__credit-g__31,CatBoost,4991.0,0.3655348990144634,0.5146319124416735,0.5167635574378849,0.9242906746031746,0.7582539682539681,0.7625396825396825,0.8612500000000001,0.7833333333333333,0.75,0.8612500000000001,0.7833333333333332,0.75,1.6557790819999998,0.0189039943333379,0.0032024133333265667,0.0041351280000488004
openml__credit-g__31,DANet,18143.666666666668,0.29668243904547964,0.7420175343333887,0.7924096155833386,0.9222693452380953,0.7742063492063492,0.7681746031746032,0.85125,0.82,0.7200000000000001,0.85125,0.82,0.7199999999999999,46.386775319666754,0.0724497756666172,0.0391634786668646,0.03884423200020134
openml__credit-g__31,DecisionTree,30835.333333333332,0.4713620213308129,0.8950542021754413,0.8702126674652361,0.8000446428571428,0.7165873015873016,0.7327777777777778,0.775,0.7466666666666667,0.73,0.775,0.7466666666666667,0.73,0.005546867333333233,0.0025714696666666336,0.0004253829999995667,0.0003661783333332
openml__credit-g__31,KNN,53665.666666666664,0.5690115031911999,0.5966980404323475,0.6384752641848047,0.6656498015873015,0.5927777777777777,0.5430158730158731,0.7145833333333332,0.7200000000000001,0.66,0.7145833333333332,0.7200000000000001,0.66,0.0017149680000002,0.044533809999999535,0.017207012000000032,0.0131551453333334
openml__credit-g__31,LightGBM,68291.66666666667,0.2532594311463232,0.49260468638727567,0.524687812787735,0.9750744047619048,0.7806349206349207,0.7677777777777778,0.9358333333333334,0.79,0.7366666666666667,0.9358333333333334,0.79,0.7366666666666667,0.279152161666667,0.0083614093333331,0.0014374343333323667,0.0015177789999993333
openml__credit-g__31,LinearModel,83202.0,0.5122365185038208,0.5613146481664452,0.5396292274033162,0.7656969246031746,0.7117460317460318,0.7395238095238096,0.7266666666666666,0.7033333333333333,0.6966666666666667,0.7266666666666667,0.7033333333333335,0.6966666666666667,0.06826526766666667,0.007333017666666566,0.0009532680000000001,0.0005682933333333334
openml__credit-g__31,MLP,98114.33333333333,0.5817545283585787,0.587598496278127,0.5894218837221463,0.650796130952381,0.6114285714285713,0.6561904761904761,0.71,0.7333333333333334,0.6833333333333332,0.71,0.7333333333333334,0.6833333333333332,10.775683551333259,0.05175090466677066,0.047403390000075235,0.0470232803333677
openml__credit-g__31,NODE,116157.33333333333,0.4960873708377281,0.5448614121476809,0.5501160075267156,0.8051215277777778,0.710952380952381,0.7323809523809525,0.8175,0.7733333333333334,0.7433333333333333,0.8175,0.7733333333333334,0.7433333333333333,81.77446733133304,0.18928794233337,0.037968829667079235,0.0379686440004055
openml__credit-g__31,RandomForest,125723.0,0.36361776765563025,0.5081930077824558,0.5445107916633763,0.9425892857142858,0.7758730158730157,0.7711111111111112,0.8554166666666667,0.7733333333333334,0.7399999999999999,0.8554166666666667,0.7733333333333334,0.7399999999999999,0.15711395133333442,0.0380534580000008,0.034010211666666665,0.023875030666665898
openml__credit-g__31,STG,145132.0,0.577796428394504,0.5937063792223731,0.5903373461340865,0.6499119543650794,0.6376190476190476,0.6312698412698412,0.7216666666666667,0.71,0.7033333333333333,0.7216666666666667,0.71,0.7033333333333333,13.238151451000062,0.0053025756666495,0.0012307006666199666,0.0011932236666929
openml__credit-g__31,SVM,157538.66666666666,0.5900940041820416,0.5907596898966213,0.6035974425513433,0.6228571428571429,0.5998412698412698,0.6190476190476191,0.71125,0.7166666666666667,0.6966666666666667,0.71125,0.7166666666666667,0.6966666666666667,9.438686142333504,0.10530711899943852,0.0139600766653898,0.0125498303326369
openml__credit-g__31,TabNet,169156.66666666666,0.5527966139403088,0.5408746932792322,0.6039687158881376,0.7291976686507936,0.7515873015873016,0.7033333333333333,0.7141666666666667,0.7533333333333333,0.7166666666666667,0.7141666666666667,0.7533333333333333,0.7166666666666667,15.346792487666638,0.10816789633327058,0.015818276333447966,0.015688276333018267
openml__credit-g__31,TabPFNModel,179301.0,0.30921752346194503,0.5390589992360523,0.5129454089375213,0.9762400793650793,0.7399999999999999,0.7728571428571428,0.8970833333333333,0.7200000000000001,0.7266666666666666,0.8970833333333333,0.7200000000000001,0.7266666666666666,0.0009983046666667001,1.6602764309999998,0.901122391,0.9017251516666663
openml__credit-g__31,VIME,197244.33333333334,0.6082566600044568,0.6043429114421209,0.6130640469988187,0.5729228670634922,0.5712698412698413,0.5614285714285715,0.7033333333333333,0.7133333333333333,0.6933333333333334,0.7033333333333333,0.7133333333333333,0.6933333333333334,13.318963465666618,0.04336118933334507,0.0381793363333251,0.03846142399997387
openml__credit-g__31,XGBoost,211014.33333333334,0.2668760724293921,0.5305735169040661,0.5013144402764738,0.9644940476190477,0.7533333333333333,0.7985714285714286,0.9229166666666666,0.79,0.79,0.9229166666666666,0.79,0.79,0.5172064530000005,0.003093360333333,0.0021836730000006,0.0007785379999992667
openml__credit-g__31,rtdl_FTTransformer,225288.66666666666,0.44883527862994627,0.5208326023009916,0.5271427004349728,0.8358382936507937,0.7660317460317461,0.7614285714285715,0.7904166666666667,0.7833333333333333,0.7366666666666667,0.7904166666666668,0.7833333333333332,0.7366666666666667,11.114708872666673,0.07977114833329323,0.0540816786667619,0.052908560666689135
openml__credit-g__31,rtdl_MLP,238520.66666666666,0.4638887003458938,0.5181824268462757,0.518510750895754,0.8261706349206349,0.7444444444444445,0.7549206349206349,0.7575,0.7533333333333333,0.7266666666666667,0.7575,0.7533333333333333,0.7266666666666667,6.852805019999967,0.051202881666730066,0.045432269666662195,0.0449257789999819
openml__credit-g__31,rtdl_ResNet,253382.0,0.4693148981702204,0.4931098963941136,0.5139049230950574,0.8329836309523809,0.7861904761904762,0.7817460317460317,0.7691666666666667,0.7866666666666667,0.7433333333333333,0.7691666666666667,0.7866666666666667,0.7433333333333332,5.970281582000013,0.05406734966665753,0.0459360926666742,0.04590007566667013
openml__cylinder-bands__14954,CatBoost,5084.0,0.21941813121122,0.42429642980876797,0.38777527172483545,0.9936556776556776,0.8962131837307153,0.9172510518934082,0.9591049382716049,0.8518518518518517,0.8271604938271605,0.9591049382716049,0.8518518518518517,0.8271604938271605,2.9023457953333227,0.017297704666627032,0.0021617926667166,0.002007051666661567
openml__cylinder-bands__14954,DANet,18224.666666666668,0.24589082247120253,0.5144836561587137,0.9655864982560584,0.9684761904761906,0.9079008882655447,0.8475923328658252,0.8989197530864198,0.882716049382716,0.7716049382716049,0.8989197530864197,0.882716049382716,0.7716049382716049,70.66024758899978,0.08038406766627297,0.0586238639992492,0.05720131066649017
openml__cylinder-bands__14954,DecisionTree,30934.666666666668,0.2555066000652253,3.9715789433065454,3.281442261570613,0.9097362637362639,0.7765310892940627,0.7973352033660589,0.8695987654320988,0.7407407407407408,0.7962962962962963,0.8695987654320988,0.7407407407407408,0.7962962962962963,0.014357955,0.0031112439999996665,0.000654115333333,0.0003304726666666
openml__cylinder-bands__14954,KNN,53757.666666666664,0.5552609182895886,0.642929207878416,0.6338136175163851,0.7774542124542124,0.6898083216456287,0.6827956989247311,0.7121913580246915,0.6975308641975309,0.6604938271604938,0.7121913580246915,0.6975308641975309,0.6604938271604938,0.0017550550000001,0.0264094813333334,0.031669678333333534,0.02181122200000027
openml__cylinder-bands__14954,LightGBM,68383.33333333333,0.022278964437233664,0.3439441254739552,0.44859974652980394,1.0,0.9499766245909305,0.9088359046283311,1.0,0.8641975308641975,0.8148148148148149,1.0,0.8641975308641975,0.8148148148148149,0.19905514933333276,0.0057515236666668,0.0016614063333326,0.0013824619999998334
openml__cylinder-bands__14954,LinearModel,83292.0,0.5819291967417461,0.6107641560644237,0.5950177391126926,0.7458461538461538,0.7138849929873773,0.7400654511453949,0.7006172839506174,0.6728395061728395,0.6913580246913581,0.7006172839506172,0.6728395061728395,0.6913580246913581,0.04377243266666647,0.038009799333333295,0.0007274309999998333,0.0004987413333334
openml__cylinder-bands__14954,MLP,98215.33333333333,0.9581418789350384,0.886996414519582,0.933829562655044,0.6267252747252746,0.6685366993922394,0.7068723702664798,0.5925925925925926,0.6728395061728395,0.6049382716049383,0.5925925925925926,0.6728395061728395,0.6049382716049383,7.4551197793333115,0.04547228400002837,0.0431235830000146,0.04340297300003823
openml__cylinder-bands__14954,NODE,116246.66666666667,0.5352779141868705,0.5769406235144462,0.5583567012239385,0.8669963369963369,0.7928938756428238,0.8602150537634409,0.8009259259259259,0.7592592592592592,0.7716049382716049,0.8009259259259259,0.7592592592592592,0.7716049382716049,121.91699827066743,0.23158176866612243,0.07708097333306795,0.07654945833382949
openml__cylinder-bands__14954,RandomForest,125823.33333333333,0.1856498394392243,0.43066267442457873,0.40913036172478906,0.9974505494505493,0.895745675549322,0.9032258064516129,0.9868827160493826,0.8395061728395062,0.8271604938271605,0.9868827160493826,0.8395061728395062,0.8271604938271605,0.13983562600000055,0.0326887766666678,0.022903090333332234,0.025699901666665203
openml__cylinder-bands__14954,SAINT,137558.33333333334,0.23983330417102056,0.4346944476591163,0.4237615330862298,0.9545934065934066,0.8990182328190742,0.9022907900888266,0.89429012345679,0.8271604938271605,0.8148148148148149,0.89429012345679,0.8271604938271605,0.8148148148148149,129.6443803146666,0.09414854599992846,0.07911799866667475,0.07965273766665364
openml__cylinder-bands__14954,STG,145212.0,0.6810946448901554,0.6828591687443816,0.6827314970669923,0.520956043956044,0.5142589995324918,0.5063113604488079,0.5787037037037037,0.5740740740740741,0.5740740740740741,0.5787037037037037,0.5740740740740741,0.5740740740740741,7.145228310333333,0.004494078333334967,0.0011956146666669,0.0011188099999988332
openml__cylinder-bands__14954,SVM,157620.33333333334,0.5743236277266749,0.6103419417218222,0.5716180121227216,0.8153992673992674,0.7508181393174381,0.8027115474520805,0.7044753086419754,0.6666666666666666,0.6975308641975309,0.7044753086419754,0.6666666666666666,0.6975308641975309,56.6175871666667,0.03540804866668163,0.0051751246666544995,0.003704746666699
openml__cylinder-bands__14954,TabNet,169250.66666666666,0.8998360020259383,0.6127567489658624,0.6937466999222272,0.72703663003663,0.8167367928938756,0.7760635811126694,0.6844135802469137,0.7839506172839507,0.691358024691358,0.6844135802469137,0.7839506172839507,0.691358024691358,11.151808535333322,0.05285454133331883,0.013178081666647233,0.0129781720000122
openml__cylinder-bands__14954,TabPFNModel,179391.0,0.1023178338786417,0.40191199554469614,0.3467407779628699,1.0,0.8934081346423564,0.9364188873305282,0.9984567901234568,0.8148148148148149,0.8456790123456791,0.9984567901234568,0.8148148148148149,0.8456790123456791,0.0009313326666662,0.9386935706666666,0.5177505103333336,0.5176230703333324
openml__cylinder-bands__14954,VIME,197338.66666666666,0.6783832473059496,0.6759689417150286,0.6731102223749513,0.5962454212454212,0.616643291257597,0.7134174848059841,0.5864197530864198,0.6172839506172839,0.6049382716049383,0.5864197530864198,0.6172839506172839,0.6049382716049383,4.688727702000004,0.0464593036667029,0.042574740666655765,0.0414120569999655
openml__cylinder-bands__14954,XGBoost,211100.33333333334,0.08192692234194539,0.36915471725597726,0.3825076365033897,0.9987765567765567,0.9050958391771857,0.9242636746143057,0.9899691358024691,0.8395061728395062,0.8456790123456791,0.9899691358024691,0.8395061728395062,0.8456790123456791,0.17918846533333385,0.002820292000001433,0.0008372446666673667,0.0020638260000005
openml__cylinder-bands__14954,rtdl_FTTransformer,225381.0,0.5873696911033749,0.5977053652391021,0.5855751959262071,0.7265750915750916,0.7414679756895746,0.7433380084151473,0.6990740740740741,0.6975308641975309,0.7160493827160493,0.6990740740740741,0.6975308641975309,0.7160493827160493,11.967301366666675,0.07039904600007196,0.053442483333280166,0.05251076833341503
openml__cylinder-bands__14954,rtdl_MLP,238618.0,0.619628252508981,0.6397527327278146,0.5931788626368398,0.6783516483516484,0.6769518466573166,0.7433380084151473,0.6496913580246914,0.6358024691358025,0.691358024691358,0.6496913580246914,0.6358024691358025,0.691358024691358,6.301032657666686,0.05442149799995374,0.053443644666704836,0.05286587633332823
openml__cylinder-bands__14954,rtdl_ResNet,253473.66666666666,0.42517497061487153,0.48881932638117026,0.46721525048462675,0.9072747252747253,0.8391771856007479,0.8499298737727911,0.7970679012345679,0.7592592592592592,0.7654320987654321,0.7970679012345679,0.7592592592592592,0.7654320987654321,4.483781512333356,0.05026634866658236,0.047493306999967864,0.047250886666536866
openml__dermatology__35,CatBoost,5160.333333333333,0.0702679165659862,0.10352131283221794,0.13576018697949627,0.999562653071425,0.9970899470899471,0.9977777777777778,0.9863013698630136,0.981981981981982,0.963963963963964,0.9862050011032769,0.9816739816739816,0.963055363055363,81.79779218166686,0.004661255334170234,0.0011993089999909,0.0011230383332237334
openml__dermatology__35,DANet,18300.0,0.0461192069321577,0.0507067105113842,0.06632500167046079,0.999852898424327,1.0,1.0,0.9874429223744293,1.0,0.9729729729729731,0.9874549022715445,1.0,0.9713593191854062,16.309440748666663,0.03409975666666767,0.0300832156666667,0.029575597999998534
openml__dermatology__35,DecisionTree,31014.666666666668,0.0571966694397861,0.6923157249099622,1.001770989732234,0.9968402555704143,0.973968253968254,0.9561111111111112,0.9817351598173515,0.963963963963964,0.954954954954955,0.9819225297920323,0.9625043103303973,0.9534853534853536,0.0013737899999997332,0.0005781913333334,0.00016670766666683335,0.0001478843333333
openml__dermatology__35,KNN,53844.666666666664,0.296679311161084,0.7104168909628523,0.6779610969773223,0.9862672386729282,0.9618402076318743,0.9679208754208753,0.9018264840182648,0.8378378378378378,0.8558558558558559,0.9030256081641119,0.8243427221688092,0.8440078418339289,0.0011747206666669,0.008734586333333334,0.003876419333333567,0.0034328120000007667
openml__dermatology__35,LightGBM,68475.0,0.10689920065649128,0.13881886465842927,0.179397650418743,0.9992649447693308,0.997037037037037,0.995016835016835,0.9897260273972602,0.990990990990991,0.981981981981982,0.9896808347018409,0.9908369908369908,0.9823193823193823,0.5043632683333309,0.025577660999997365,0.0019940533333387333,0.004612426333335833
openml__dermatology__35,LinearModel,83382.0,0.04218867724129213,0.07176105730973634,0.05727731473199387,0.9999360427931858,0.9985185185185186,0.9992592592592593,0.9965753424657534,0.9729729729729731,0.981981981981982,0.9965766831903525,0.9718537218537217,0.9816739816739816,0.012122500333333333,0.0014214616666666,0.00035439666666666663,0.00029852733333316666
openml__dermatology__35,MLP,98293.66666666667,0.07130353165477536,0.06940728187057377,0.09615911766462175,0.9984893570777924,1.0,0.9978888888888889,0.9760273972602739,1.0,0.963963963963964,0.9759610815111276,1.0,0.9625639625639625,6.086338289333317,0.04937556633335777,0.0465952359999898,0.04625252300000917
openml__dermatology__35,NODE,116319.66666666667,0.9000999323309284,0.9129630327224731,0.9168103095647452,0.9998895284609571,0.9992592592592593,0.9981481481481481,0.9954337899543378,0.981981981981982,0.9729729729729731,0.9954337899543378,0.9818279818279819,0.9725109725109724,85.6336014980003,0.2636521039997129,0.11080743433279372,0.11083360033319416
openml__dermatology__35,RandomForest,125906.33333333333,0.13212355853740435,0.16142628699398254,0.19608831111106714,0.999848828420257,1.0,1.0,0.9908675799086758,0.990990990990991,0.945945945945946,0.9908377964174004,0.9908369908369908,0.9430296408557277,0.054108301333333664,0.013175863666665502,0.009301912333334966,0.0087715550000015
openml__dermatology__35,SAINT,137573.0,0.012993632019015168,0.06406062304279299,0.07048627058971296,1.0,0.9992592592592593,0.9985185185185186,1.0,0.981981981981982,0.9729729729729731,1.0,0.9816739816739816,0.972007722007722,20.257942124666748,0.07972912000013817,0.07108376333333881,0.07180550000005793
openml__dermatology__35,STG,145308.0,0.0370151079861491,0.0640079229320231,0.09721963265087442,0.9996743996743996,0.9988888888888888,0.9962962962962963,0.9874429223744293,0.990990990990991,0.9729729729729731,0.9874397424258973,0.9908369908369908,0.9725109725109724,5.302841341000014,0.0025502836666267334,0.0008879996666640334,0.0008657893333747334
openml__dermatology__35,SVM,157699.66666666666,0.09603223621606906,0.15778153629169625,0.15274769245718736,0.999930228501657,0.9974074074074074,0.9965589225589225,0.997716894977169,0.9729729729729731,0.981981981981982,0.997716894977169,0.9718537218537217,0.9816739816739816,0.0226948813333335,0.0033586120000000663,0.0005500530000006667,0.0005211196666673333
openml__dermatology__35,TabNet,169338.33333333334,0.14620994122989883,0.045078219335877835,0.15242772616619646,0.9961281477645866,0.9992592592592593,0.9851851851851853,0.9577625570776256,0.990990990990991,0.954954954954955,0.9571422316062016,0.9908369908369908,0.9483659483659483,14.702694791999988,0.05899560366663079,0.019248720333393934,0.019102120666767964
openml__dermatology__35,TabPFNModel,179481.0,0.016366501704047867,0.05191993755068583,0.0441862497066308,1.0,0.9992592592592593,1.0,0.9988584474885845,0.981981981981982,0.981981981981982,0.9988597882131836,0.9816739816739816,0.9816739816739816,0.0007757439999998666,0.749565562666667,0.38349588733333323,0.3870480196666666
openml__dermatology__35,VIME,197432.33333333334,0.1771914790471627,0.1581508183107934,0.1818392435083389,0.9943438353928791,0.9948148148148149,0.9958249158249157,0.9531963470319634,0.9729729729729731,0.936936936936937,0.9526463107461863,0.9728819728819729,0.9341407341407342,7.780630210333293,0.042743461000036065,0.040461005000035265,0.0407071619999731
openml__dermatology__35,XGBoost,211188.0,0.0134516955972872,0.0854886679664707,0.07980014441056626,1.0,0.997830687830688,0.9988888888888888,1.0,0.990990990990991,0.9729729729729731,1.0,0.9908369908369908,0.9728189728189728,0.7901499373333335,0.003874653666666533,0.0031599849999999,0.0008380246666661668
openml__dermatology__35,rtdl_FTTransformer,225462.66666666666,0.03851556711224596,0.03409403770008887,0.21815232177467403,0.9996047573825351,1.0,0.9957777777777778,0.9931506849315067,0.981981981981982,0.963963963963964,0.9931565561779075,0.9816739816739816,0.9628447128447127,11.694180472333315,0.06511123400001746,0.05266970866670557,0.05228967666666403
openml__dermatology__35,rtdl_MLP,238692.33333333334,0.06879166503303076,0.1189335085774287,0.07091447336751133,0.9988668335793771,0.9985185185185186,0.9962962962962963,0.9817351598173515,0.990990990990991,0.9729729729729731,0.981763479227101,0.9908369908369908,0.972007722007722,5.44554795766669,0.05384747999998274,0.049992257333352996,0.049348496666652836
openml__dermatology__35,rtdl_ResNet,253552.33333333334,0.016142755582253632,0.015500633755855664,0.0958776964775762,0.9999549573610743,1.0,0.9976094276094276,0.9942922374429224,1.0,0.963963963963964,0.9943298142250384,1.0,0.9638190638190638,3.461325504999998,0.052192175333355295,0.049620995666732136,0.04945051299997513
openml__diabetes__37,CatBoost,5262.333333333333,0.34493129991447224,0.49186933737788624,0.4872748232553128,0.937046339563863,0.8251851851851852,0.8358024691358025,0.8718783930510314,0.7619047619047619,0.7705627705627706,0.8718783930510314,0.7619047619047619,0.7705627705627706,0.5723023856666583,0.007132281666666,0.0019737489999987336,0.0014842586666704335
openml__diabetes__37,DANet,18399.0,0.23316172933442436,1.166992092040387,1.184889392194732,0.975907320872274,0.8123456790123456,0.8002469135802469,0.9006514657980457,0.8095238095238096,0.7142857142857143,0.9006514657980457,0.8095238095238094,0.7142857142857143,37.53150770399998,0.06622396933289561,0.04778091599973774,0.048357124666836136
openml__diabetes__37,DecisionTree,31113.333333333332,0.22489410582030236,5.481496294160095,4.73813924368028,0.9468691588785046,0.7293827160493827,0.7607407407407406,0.8957654723127036,0.7532467532467533,0.7575757575757577,0.8957654723127036,0.7532467532467533,0.7575757575757575,0.012936340666665935,0.0003781103333332333,0.00028616833333343334,0.0002538930000001
openml__diabetes__37,KNN,53938.333333333336,0.4234171288046881,1.380885067387173,1.3585194268058398,0.8620093457943926,0.7685185185185185,0.7855555555555555,0.7958740499457112,0.7489177489177489,0.7142857142857143,0.7958740499457112,0.7489177489177489,0.7142857142857143,0.002261978666666467,0.0266140930000003,0.0100565593333327,0.010575420666666868
openml__diabetes__37,LightGBM,68561.66666666667,0.31641706139161774,0.5827544901674481,0.5966610066798301,0.9419178348909658,0.8039506172839506,0.8182716049382716,0.8659066232356135,0.7792207792207794,0.7489177489177489,0.8659066232356135,0.7792207792207794,0.7489177489177489,0.0841218146666668,0.003189730666666267,0.0016890129999999998,0.0015600446666668999
openml__diabetes__37,LinearModel,83472.0,0.4679326753401243,0.5353432246183707,0.4955156578177824,0.8387266355140187,0.8103703703703703,0.8360493827160494,0.7855591748099892,0.7575757575757577,0.7575757575757577,0.7855591748099892,0.7575757575757575,0.7575757575757575,0.0254498876666667,0.0005578526666668333,0.00023375366666663334,0.00017205533333330001
openml__diabetes__37,MLP,98387.0,0.5270887924934384,0.5455569553942907,0.5620182993624246,0.7841705607476636,0.7479012345679013,0.7488888888888888,0.742671009771987,0.7705627705627706,0.735930735930736,0.742671009771987,0.7705627705627706,0.735930735930736,8.222118145999994,0.044251865666637934,0.04127559433330436,0.04205821133336934
openml__diabetes__37,NODE,116389.33333333333,0.510058917080929,0.5675047309625717,0.5484032792188388,0.8426596573208722,0.8074074074074074,0.8318518518518517,0.8018458197611292,0.735930735930736,0.7445887445887447,0.8018458197611292,0.735930735930736,0.7445887445887447,45.56101845166692,0.17456306499904403,0.048078104333399034,0.04448311533269583
openml__diabetes__37,RandomForest,125992.66666666667,0.3687145889077555,0.5410670247097578,0.5328409387918273,0.9285319314641746,0.785679012345679,0.8082716049382715,0.8512486427795873,0.7705627705627706,0.7402597402597403,0.8512486427795874,0.7705627705627706,0.7402597402597403,0.19002424233333373,0.055298662666667,0.0317911799999999,0.0324032976666674
openml__diabetes__37,SAINT,137611.33333333334,0.5889339606428314,0.6206271682918331,0.6206320807079732,0.7036098130841121,0.6392592592592593,0.651604938271605,0.6943539630836048,0.6753246753246754,0.6623376623376623,0.6943539630836048,0.6753246753246754,0.6623376623376623,30.9013668733332,0.1002395599999109,0.07024336899972279,0.07235979833351651
openml__diabetes__37,STG,145399.66666666666,0.479338468105788,0.5856321992733601,0.5688397114979531,0.8442951713395638,0.7177777777777777,0.7479012345679011,0.7654723127035831,0.7316017316017316,0.722943722943723,0.7654723127035831,0.7316017316017316,0.722943722943723,9.592875660333448,0.0037262386665587997,0.0011081509999636,0.0010430246668041
openml__diabetes__37,SVM,157779.33333333334,0.49907860025256373,0.5654580355958929,0.5661825328995277,0.8746456386292835,0.7476543209876544,0.7735802469135802,0.755157437567861,0.7316017316017316,0.7012987012987013,0.755157437567861,0.7316017316017316,0.7012987012987013,45.16085241466626,0.052772855666345764,0.006254601333745467,0.0074326433334106
openml__diabetes__37,TabNet,169439.33333333334,0.8028493847477388,0.606127776198927,1.1188798766601156,0.8289836448598131,0.8604938271604938,0.7681481481481481,0.755700325732899,0.8051948051948052,0.722943722943723,0.755700325732899,0.8051948051948052,0.722943722943723,13.316818277000039,0.05543858533330117,0.010941192000018368,0.011010163333442768
openml__diabetes__37,TabPFNModel,179571.0,0.38996690930558486,0.5234584924412157,0.4794388471838506,0.8917095015576324,0.8180246913580246,0.8459259259259259,0.8116178067318133,0.722943722943723,0.7575757575757577,0.8116178067318133,0.722943722943723,0.7575757575757577,0.0004467893333336334,1.2294652406666673,0.6453807666666668,0.663816973
openml__diabetes__37,VIME,197518.33333333334,0.5407923161659903,0.5477305660387138,0.5596415721105806,0.8271456386292835,0.8143209876543209,0.8209876543209876,0.747557003257329,0.735930735930736,0.7142857142857143,0.747557003257329,0.735930735930736,0.7142857142857143,7.861119321333338,0.04372560666668803,0.04047769366661663,0.04161422733333587
openml__diabetes__37,XGBoost,211293.33333333334,0.1952776721163337,0.5523798823542087,0.49055520293113347,0.9881230529595015,0.8098765432098766,0.842716049382716,0.9533116178067318,0.774891774891775,0.7619047619047619,0.9533116178067318,0.774891774891775,0.7619047619047619,0.12223543099999906,0.0025159933333332666,0.0006045043333339,0.0005858976666666334
openml__diabetes__37,rtdl_FTTransformer,225566.66666666666,0.43320564829959785,0.5073878590332029,0.488840707912396,0.8764369158878504,0.8269135802469135,0.8377777777777778,0.7942453854505972,0.7792207792207794,0.7532467532467533,0.7942453854505972,0.7792207792207791,0.7532467532467533,9.150908535333315,0.0595110630000211,0.048211323333381,0.048575564666691634
openml__diabetes__37,rtdl_MLP,238783.66666666666,0.5606197037133971,0.5624056657800427,0.552870207373456,0.7452102803738317,0.737283950617284,0.782962962962963,0.6981541802388708,0.7575757575757575,0.7662337662337663,0.6981541802388708,0.7575757575757575,0.7662337662337663,5.01689246600002,0.05047773366665823,0.04700427233334867,0.04681002199998824
openml__diabetes__37,rtdl_ResNet,253648.33333333334,0.4353595545348758,0.4970610911148556,0.47740104080185913,0.8586098130841121,0.8266666666666667,0.839506172839506,0.7882736156351792,0.7662337662337663,0.7402597402597403,0.7882736156351792,0.7662337662337663,0.7402597402597403,3.59733236033337,0.053793702666675665,0.05025199666660637,0.04867245166667774
openml__dilbert__168909,CatBoost,5368.0,0.1401073833395272,0.2387469191849069,0.25183873709863175,0.999945024999148,0.9977384382294225,0.9966107941428785,0.9936250000000001,0.957,0.949,0.993625370209787,0.9570909649578255,0.9489796822816757,134.78016039266677,0.1464220966668108,0.06735978599999724,0.060281307666779534
openml__dilbert__168909,DANet,18458.0,0.002558195127296633,0.016929010725278432,0.02715114574358557,0.9999990834866407,0.9999356957587038,0.9998658959229333,0.9991666666666666,0.9946666666666667,0.9906666666666667,0.9991667127455738,0.9946665368876618,0.990661313782109,528.6852143883331,0.9484236406665332,0.0985747596666139,0.0989785683330713
openml__dilbert__168909,DecisionTree,31210.0,0.1974820931010144,3.704289073002687,3.829023528616718,0.9924897826020097,0.893859222808015,0.8887442690853896,0.9414583333333333,0.8076666666666666,0.8006666666666667,0.9417172059735842,0.8074835042867031,0.8003066590363437,53.42597374800001,0.10429368533338366,0.010903373666527166,0.0122739306665001
openml__dilbert__168909,KNN,54031.0,0.09237228721294623,0.33815996918260366,0.30278046805109843,0.999298986815578,0.9933955717335442,0.9937752381060755,0.9729166666666665,0.9359999999999999,0.9416666666666668,0.972906929131006,0.9359186265108627,0.9416461095039739,3.664099696333627,458.01125233366594,57.384593630333256,57.48464015999949
openml__dilbert__168909,LinearModel,83562.0,0.10573501801569159,0.2329737637492556,0.23510531330960605,0.9986065860911283,0.99208533580086,0.9919646951105939,0.9682916666666667,0.9129999999999999,0.9146666666666667,0.9682915355878966,0.9130303215352574,0.9147881320913412,0.5916986543333334,0.1753771366666668,0.060258489333333366,0.06515503300000043
openml__dilbert__168909,MLP,98482.66666666667,0.043804522033603695,0.1725296143698595,0.22239616380473168,0.9996400462501059,0.9987267170393826,0.997924440464204,0.9952916666666667,0.9726666666666667,0.965,0.9952903064778921,0.9726556044819058,0.9650011419800478,39.67838079366629,0.2481878813335546,0.0732151180000073,0.07302933899973137
openml__dilbert__168909,RandomForest,126094.0,0.2233810986545256,0.4083819883861688,0.4145989314584774,0.9999801647503497,0.9966329420728184,0.9961046005932611,0.9967916666666666,0.9499999999999998,0.9436666666666667,0.9967914813764076,0.9499579299964055,0.9434870572745361,28.104462864666704,0.530038832999935,0.13531978266663217,0.11552394633342067
openml__dilbert__168909,STG,145492.33333333334,0.012835436327289366,0.05615883277965406,0.05193009372443153,0.9999999864093244,0.9996224935745007,0.9997086398157156,0.9995833333333334,0.985,0.9833333333333334,0.9995833293926238,0.9849963377695455,0.9833494225171858,121.2558139110018,0.15430780866396762,0.013916110665983633,0.0126338396651893
openml__dilbert__168909,SVM,157834.33333333334,0.0019789411164757667,0.053738215130072896,0.053180282592939575,1.0,0.9995803069700933,0.9995537146816756,0.9999583333333333,0.9833333333333334,0.983,0.9999583334722701,0.9833316941988984,0.9829967456685619,430.85098843300085,185.81872719233434,23.878066414997495,23.280357914666336
openml__dilbert__168909,TabNet,169500.33333333334,0.005382642072110067,0.05683906061477314,0.0951324260786271,0.9999673451944537,0.9992952202141779,0.9984910456503712,0.9989166666666667,0.9860000000000001,0.9766666666666666,0.9989168236909222,0.9860051474461259,0.9766635139403879,151.6038825366662,0.8903897393326284,0.10456096866619187,0.1033153710001594
openml__dilbert__168909,VIME,197576.0,0.9576105449909712,1.042328271801254,1.0715864240544868,0.9625204050796278,0.958790548500975,0.9549529057901873,0.828125,0.8153333333333332,0.8079999999999999,0.8272417548561218,0.8141301849197883,0.8065134777942085,705.4857707123338,0.2596180733319973,0.07080218366657691,0.07218531699982121
openml__dilbert__168909,XGBoost,211382.33333333334,0.004740425239837767,0.0583555073759198,0.06593079520352814,1.0,0.9996543397332806,0.9995708068213727,1.0,0.9833333333333334,0.9783333333333334,1.0,0.9833445040249676,0.9783394086110823,23.783809893999813,0.9463343699999314,0.09269826999995223,0.0921572673332775
openml__dilbert__168909,rtdl_MLP,238875.66666666666,0.017126639687863304,0.10390132804856576,0.13481018644795936,0.9998272296808549,0.9989658239921436,0.9989918748005632,0.9981666666666666,0.9803333333333333,0.973,0.9981669523842595,0.9803717483624422,0.9730490334095294,36.070721309999804,0.23950952800017453,0.07204758100003036,0.07320179833368452
openml__dilbert__168909,rtdl_ResNet,253730.66666666666,0.0009160823322574884,0.06269889057134803,0.09976563385773933,0.9999981761635511,0.9995607811324844,0.9993198715282491,0.9997916666666667,0.9863333333333334,0.98,0.9997916653129976,0.986336980558057,0.980000633551585,52.0584920333334,0.26329095400039176,0.07088584666659394,0.07119825866690606
openml__dna__167140,CatBoost,5436.333333333333,0.11544863966300493,0.13795941812236454,0.14341206098266038,0.9970892827451084,0.9961094091563337,0.9945492267543631,0.9720041862899006,0.9623824451410657,0.9644723092998954,0.9721620223560601,0.9626957425122281,0.9646148806752598,1.5628530123333277,0.35670877333332146,0.045005359999997496,0.04424348199999643
openml__dna__167140,DANet,18507.666666666668,0.002965743326816367,0.13403422304993254,0.239292088328697,0.9999994515645083,0.9952489383370805,0.9893690734686295,0.9992150706436421,0.9770114942528737,0.9456635318704284,0.9992149556287461,0.9770829776793536,0.9454641164055358,102.34988746433253,0.20932343666572698,0.04343844900055646,0.044084228999660434
openml__dna__167140,DecisionTree,31300.666666666668,0.13921165250808767,0.9676743688869979,1.318656580200303,0.9885466703534953,0.9658704881041595,0.951683385398509,0.9566980638409209,0.9362591431556949,0.9258098223615465,0.9570391913994963,0.9368591587102612,0.9259666033182233,0.115369610333334,0.034877970333333466,0.0036602473333336005,0.005181894666667534
openml__dna__167140,KNN,54102.333333333336,0.5105534756353408,0.5366064180432956,0.5379107859659195,0.9788605840526371,0.9733777328498316,0.9746136230957093,0.8745421245421245,0.8693834900731452,0.8599791013584118,0.8769517401734452,0.8722564813992171,0.8629924093990287,0.2032082283333333,4.631882780666672,0.6289727656666741,0.579328397666662
openml__dna__167140,LightGBM,68662.0,0.036429941127245236,0.10493844253188467,0.1143024589912328,0.9995880206042527,0.9957101131799928,0.995178824205457,0.9928048142333856,0.9728317659352143,0.9665621734587252,0.9928165516053711,0.9729634015436347,0.9665195500080834,1.3574790206666663,0.0575169773333333,0.0097518129999964,0.0123768076666645
openml__dna__167140,LinearModel,83652.0,0.054097853694882764,0.1645468817342162,0.1674905164295365,0.9993067407448953,0.991768452255136,0.9908905386869876,0.989141810570382,0.9446185997910135,0.9498432601880878,0.9891468258195157,0.9449476856872859,0.9496629141659878,0.062380136666666634,0.051367455333333305,0.010891784999999899,0.02679797
openml__dna__167140,MLP,98564.0,0.16401336970764588,0.30130810119808143,0.3301081588328762,0.9931762112239552,0.9895915971930557,0.9881845106559753,0.9848246991104134,0.9592476489028213,0.9498432601880878,0.9848126261346483,0.9591785910958972,0.9495336166314804,9.60764749066675,0.0784638126666171,0.0493603669999629,0.047863596333399934
openml__dna__167140,NODE,116445.66666666667,0.06814741686596673,0.1692231307536083,0.18841465718289027,0.9983940686543207,0.9924790298125744,0.9908337496717333,0.9975143903715334,0.9655172413793104,0.955067920585162,0.9975145298791399,0.9656576416959112,0.9546567176028331,341.9600836163324,0.6097760989996269,0.09942019566670973,0.0987182749996501
openml__dna__167140,RandomForest,126193.66666666667,0.22241012675124025,0.3332029912855912,0.3474479105498863,0.9991543187343916,0.9924751981267517,0.9891970479319877,0.9882260596546312,0.9571577847439915,0.9446185997910135,0.9882539083775779,0.9571609323931304,0.9441249990214606,0.7305678376666632,0.1231631443333327,0.08406330599999967,0.09199042166666634
openml__dna__167140,SAINT,137698.0,0.023794178902802932,0.15229958414202313,0.1630840749001333,0.9995049363177798,0.9943649055094839,0.9936534415172652,0.9941130298273156,0.9644723092998954,0.9519331243469176,0.9941038412726751,0.9645647165797128,0.9518569212146707,54.561638290000246,0.24461909100136833,0.0865937696660997,0.08750774966620152
openml__dna__167140,STG,145579.66666666666,0.0078448599612566,0.1124473600552015,0.12308699418102649,0.9998062101400434,0.9965756738505629,0.994830369552944,0.9990842490842491,0.9728317659352143,0.9707419017763845,0.9990839745721516,0.9728635868569938,0.9707380695806584,37.944244461333255,0.029954149666536933,0.004379117333579967,0.004318059332945233
openml__dna__167140,SVM,157875.33333333334,0.0138925335792129,0.11340460441439253,0.11750094552587703,0.9995415732401103,0.9955714862182838,0.9952275495236812,0.9971219256933542,0.9644723092998954,0.9623824451410657,0.9971222660307365,0.9645289914210621,0.9623438576741389,9.241440894000018,3.034221022000004,0.36725346966666333,0.37664654766668804
openml__dna__167140,TabNet,169560.33333333334,0.022763447178609435,0.20534487029215884,0.2725232831122605,0.9994810629342427,0.9882174517161836,0.9862693254219886,0.9947671376242805,0.96760710553814,0.9467084639498434,0.9947683334474346,0.9677394627420034,0.9467454899995609,117.00214758200065,0.4399536910009374,0.06632375266530248,0.06653333199947527
openml__dna__167140,VIME,197612.66666666666,0.09118646281922786,0.17268900530615713,0.21974798751995028,0.9950661402824866,0.9921859344418,0.9898327074531895,0.9853479853479853,0.9529780564263323,0.9341692789968653,0.9853427872286589,0.9528964884644173,0.9339058552784557,45.98383712633313,0.08492051966701784,0.0510544709998915,0.05116068733332207
openml__dna__167140,XGBoost,211463.33333333334,0.03386306197633073,0.10066145461308146,0.11363100929792373,0.9999687500248969,0.9966364661196622,0.9948842991011665,0.9976452119309264,0.9696969696969697,0.9665621734587253,0.997647719528357,0.9698817986659188,0.9666623079617372,0.6951562513333188,0.0419283336666662,0.008230739666662566,0.008168930666659333
openml__dna__167140,rtdl_FTTransformer,225647.66666666666,0.17496154257107843,0.1890726323262952,0.26674724655334014,0.9901863407706762,0.992244839462658,0.9874752770480417,0.9717425431711145,0.9717868338557993,0.9519331243469175,0.9717085722124376,0.9717549605949497,0.9520749068729875,129.97604518066692,0.8104729373329368,0.15230549899994605,0.14696713066647737
openml__dna__167140,rtdl_MLP,238961.33333333334,0.4615558699538978,0.8487647287051766,0.9452848026705841,0.989991369716661,0.9857027220296087,0.9824228847492956,0.9812925170068026,0.9644723092998954,0.9498432601880878,0.9812646850916131,0.9645663941712161,0.9499080146196297,8.991606886999952,0.09447082633346322,0.05775525266665223,0.05876109900005603
openml__dna__167140,rtdl_ResNet,253836.0,0.09116728750817503,0.1788533910577376,0.33365210259965794,0.9972419545375598,0.992315353919666,0.9881458506617036,0.9917582417582418,0.9686520376175548,0.9467084639498432,0.9917611605762122,0.9687805368561659,0.9467151714608714,10.586570738666675,0.0915068333333503,0.0533461846666606,0.052798001333258036
openml__dresses-sales__125920,CatBoost,5529.0,0.599766644008523,0.6276441214766706,0.6723908444523273,0.7338875205254517,0.6614668856048166,0.6042692939244664,0.6691666666666668,0.7066666666666667,0.64,0.6691666666666668,0.7066666666666667,0.64,0.7198519086666787,0.012839350333327499,0.0022032893333327,0.0012713639999996
openml__dresses-sales__125920,DANet,18607.333333333332,0.6621574377422843,0.6806183575776715,0.7106607561311072,0.6672610495347563,0.6874657909140668,0.5500821018062397,0.6308333333333334,0.7133333333333334,0.5266666666666667,0.6308333333333334,0.7133333333333334,0.5266666666666667,21.67135796900004,0.050112289666647734,0.04287613233321957,0.04256731333343087
openml__dresses-sales__125920,DecisionTree,31389.333333333332,0.4429981607474133,3.2563056394059866,3.0540636320682797,0.7931889709906952,0.6365626710454296,0.5561029009304872,0.7616666666666667,0.6733333333333333,0.62,0.7616666666666667,0.6733333333333333,0.62,0.016516776666666535,0.0012307433333332667,0.00039486666666656663,0.0004627263333333333
openml__dresses-sales__125920,KNN,54176.0,0.6568590653554067,0.6966479399739076,0.6742571011261201,0.6308925150519978,0.49206349206349204,0.565407772304324,0.62,0.5933333333333334,0.58,0.62,0.5933333333333334,0.58,0.0008670819999997333,0.04574689200000003,0.012266960333333432,0.0243515533333334
openml__dresses-sales__125920,LightGBM,68738.0,4.24192405139182,2.669249895248822,4.211298398379193,0.6927339901477833,0.6902025177887247,0.6094690749863164,0.6558333333333334,0.6733333333333333,0.5800000000000001,0.6558333333333334,0.6733333333333333,0.5800000000000001,0.05191966400000023,0.0015332806666666667,0.0007804166666668333,0.0005541410000003666
openml__dresses-sales__125920,LinearModel,83742.0,0.6620666015445685,0.6765095966927329,0.676842802262997,0.6035893883415435,0.5643130815544609,0.5626710454296661,0.6091666666666667,0.62,0.6133333333333333,0.6091666666666667,0.62,0.6133333333333333,0.029812564333333402,0.0009152486666667666,0.0003305596666667,0.00035982933333353334
openml__dresses-sales__125920,MLP,98656.0,0.6456383721902966,0.6598912509282431,0.6983714354038238,0.6596580801860975,0.6146688560481665,0.4800218938149973,0.6366666666666666,0.6666666666666666,0.56,0.6366666666666666,0.6666666666666666,0.56,4.198444010999992,0.04303130766667584,0.0400804386666777,0.04083333933332743
openml__dresses-sales__125920,NODE,116492.0,0.6390135397265354,0.6726368621985118,0.6892635899782181,0.7065416324575807,0.5626710454296662,0.5139573070607554,0.6575000000000001,0.6266666666666666,0.58,0.6575000000000001,0.6266666666666666,0.58,24.34045572566659,0.05369021633335547,0.02053561966719517,0.020595124333340167
openml__dresses-sales__125920,RandomForest,126263.0,0.48972008935318995,0.6768333163395277,0.7341724513929728,0.8724899083196497,0.6611932129173508,0.5016420361247947,0.7975,0.68,0.5533333333333333,0.7975,0.68,0.5533333333333333,0.15563571800000153,0.04883613399999826,0.026774987000000736,0.0282775599999993
openml__dresses-sales__125920,SAINT,137770.0,0.5833663774902622,0.635749698082606,0.6659152606129646,0.7950790229885057,0.6595511767925561,0.6349206349206349,0.7158333333333333,0.6933333333333334,0.64,0.7158333333333333,0.6933333333333334,0.64,19.702188018000015,0.11277665299985527,0.08591178833345714,0.08759355133346007
openml__dresses-sales__125920,STG,145677.0,0.5094669731747611,0.7921011029183865,0.8662768839579075,0.7343707238642585,0.5889436234263821,0.5205254515599343,0.6774999999999999,0.6133333333333333,0.5333333333333333,0.6774999999999999,0.6133333333333333,0.5333333333333333,8.448600633333328,0.0031502186666708333,0.0010838266666249668,0.0011478176667243667
openml__dresses-sales__125920,SVM,157966.0,0.6543821760793118,0.6838471123519124,0.6802135207770638,0.7709530651340996,0.5079365079365079,0.528735632183908,0.6058333333333333,0.5933333333333333,0.5866666666666666,0.6058333333333333,0.5933333333333333,0.5866666666666666,0.49709820133333354,0.0335117703333332,0.005998460666666933,0.003039083000001433
openml__dresses-sales__125920,TabNet,169651.0,0.7124530417699377,0.5854407060720647,0.9378538740053773,0.6329707170224411,0.7504105090311987,0.4521072796934866,0.6058333333333333,0.7266666666666666,0.47333333333333333,0.6058333333333333,0.7266666666666666,0.47333333333333333,10.883118994666651,0.07282058966666223,0.0176077706667759,0.017660188666771565
openml__dresses-sales__125920,TabPFNModel,179661.0,0.6439816250900428,0.6792304847637812,0.6784458782275516,0.8577030309250137,0.574712643678161,0.5714285714285715,0.5966666666666667,0.58,0.58,0.5966666666666667,0.58,0.58,0.0006229563333329333,0.8098229200000002,0.4060686036666663,0.39765403366666635
openml__dresses-sales__125920,VIME,197711.33333333334,0.6088234390566746,0.661915011604627,0.6678414215644201,0.7487043308702791,0.5845648604269293,0.5303776683087028,0.6758333333333333,0.6133333333333333,0.6133333333333333,0.6758333333333333,0.6133333333333333,0.6133333333333333,5.324256168000027,0.047214696666619205,0.04444087133338683,0.04388911066664624
openml__dresses-sales__125920,XGBoost,211556.66666666666,0.4316962515438596,0.6824832101662954,0.6595918370286623,0.9621647509578545,0.6245210727969348,0.6294471811713191,0.8850000000000001,0.66,0.66,0.8850000000000001,0.66,0.66,0.11498316799999952,0.0019071213333342668,0.0006668006666666667,0.0013715349999981333
openml__dresses-sales__125920,rtdl_FTTransformer,225733.66666666666,0.5229786823457107,0.6189342953513065,0.6899431511759758,0.8155916461412152,0.705528188286809,0.6124794745484401,0.7383333333333333,0.7000000000000001,0.5933333333333334,0.7383333333333333,0.7000000000000001,0.5933333333333334,4.450087856333323,0.058193417333351705,0.0484195966666973,0.05030258666668407
openml__dresses-sales__125920,rtdl_MLP,239063.66666666666,0.5579184303789709,0.6393740857144197,0.6871298615634441,0.7998982279693486,0.6546250684181719,0.6354679802955665,0.7050000000000001,0.7066666666666667,0.6066666666666667,0.7050000000000001,0.7066666666666667,0.6066666666666667,5.892465476333352,0.054313539000001236,0.05244121866667223,0.051241976999998905
openml__dresses-sales__125920,rtdl_ResNet,253914.33333333334,0.5471173352996508,0.625642509808143,0.670373117228349,0.8149202928297757,0.69896004378763,0.6119321291735085,0.7608333333333333,0.6866666666666666,0.6066666666666667,0.7608333333333333,0.6866666666666666,0.6066666666666667,2.781511255333328,0.0504695370000073,0.04547638066666567,0.04551660800001397
openml__ecoli__145977,CatBoost,5625.333333333333,0.13918750647250014,0.7847355597907937,0.6689725743733392,0.9982451767444042,0.8971428571428571,0.9495652872260015,0.9701492537313433,0.8823529411764706,0.892156862745098,0.9697145889306621,0.8664896790359147,0.8841458202184845,0.8850877716666901,0.007954771999986033,0.003170028666697,0.0017624993333242333
openml__ecoli__145977,DANet,18684.666666666668,0.25156730103289787,0.833988085642766,0.6109117872422458,0.9870395545445837,0.901681783824641,0.9472243008314436,0.9079601990049752,0.8823529411764706,0.8529411764705882,0.9019894596452679,0.8721130885304312,0.8481168993130894,28.373122406000373,0.0444964723333214,0.040230306333493566,0.03982833000009117
openml__ecoli__145977,DecisionTree,31464.0,0.2098432544298907,4.045592633313328,2.9668078130592526,0.9700930324984172,0.7952876039304609,0.8502680461073319,0.9266169154228855,0.7941176470588235,0.8235294117647057,0.9230123081523015,0.7671905864308227,0.8110838779956427,0.007869836999999833,0.0022416013333334665,0.0007499450000000334,0.0002973426666667333
openml__ecoli__145977,KNN,54282.666666666664,0.24916696531324234,2.5763067648147953,1.5661053093251553,0.9755816050163046,0.8859686318972034,0.9301283068783069,0.8967661691542288,0.8627450980392156,0.8823529411764706,0.8901508463979924,0.8540305010893247,0.8788943355119826,0.0015783633333322667,0.0389040106666674,0.024774090999999932,0.028299836333334338
openml__ecoli__145977,LightGBM,68833.0,0.16060549049276188,1.0639669146618367,0.8207068483991139,0.995646577807761,0.8882275132275131,0.9063610166288738,0.9502487562189055,0.8627450980392156,0.823529411764706,0.9509451498888977,0.8464992279901002,0.8205026455026454,0.5227195339999987,0.004596708000001833,0.0009161533333344333,0.0020858219999982334
openml__ecoli__145977,LinearModel,83832.0,0.6608531336730733,1.0459087569547927,0.9435012329753644,0.9231191717650805,0.8993983371126228,0.9441510298563869,0.8097014925373135,0.7745098039215685,0.8137254901960783,0.7813048683590781,0.7188875866602175,0.7701149700675317,0.0375974896666666,0.0014774393333334666,0.00032308299999986664,0.00024157033333316668
openml__ecoli__145977,MLP,98744.0,2.9913429727287038,3.268229618636956,3.003790096728492,0.5793258869254411,0.6077248677248678,0.650298752834467,0.6666666666666666,0.6372549019607844,0.6568627450980392,0.5577976302212057,0.520112175621484,0.5423534990098458,9.272822384999918,0.04360720799999263,0.040912777333216334,0.04078022066660123
openml__ecoli__145977,NODE,116561.0,1.086522451606556,1.1545202860645218,1.1217775952582265,0.9099728477518543,0.8732123960695389,0.9059637188208617,0.8470149253731343,0.8039215686274509,0.7941176470588235,0.8036276295393529,0.7488400710918234,0.743249026613713,113.7199856356674,0.39090174299993424,0.16235287066683665,0.16217943166717907
openml__ecoli__145977,RandomForest,126357.0,0.2485097311965784,0.8392857078263889,0.7331930757828468,0.9942388299900028,0.9061035525321239,0.9457739984882841,0.9502487562189055,0.872549019607843,0.8823529411764706,0.9468634471269919,0.8550663925291057,0.8792094371708976,0.22061881566666822,0.049861762999998636,0.033938686666667335,0.04245812199999987
openml__ecoli__145977,SAINT,137826.66666666666,0.35037473393476737,0.5181450734865697,0.40217359820791687,0.9505628676815338,0.9173922902494329,0.9373356009070295,0.8756218905472637,0.8431372549019608,0.8725490196078431,0.8712448402201088,0.833953633700084,0.8637948108536344,41.96062037499981,0.10374791700026731,0.080668739999813,0.08073835433348597
openml__ecoli__145977,STG,145758.0,0.29519308776700687,0.5764693909509601,0.41429065015422656,0.9509024603471105,0.9034172335600908,0.9336931216931217,0.900497512437811,0.823529411764706,0.8627450980392156,0.8939516990187152,0.8046417200380741,0.8571311858076563,5.985322737666706,0.002257829666708167,0.0009639520000064,0.0009389983332917666
openml__ecoli__145977,SVM,158064.0,0.4074734932026473,0.8434513800682902,0.7461460657282085,0.9410472378356459,0.9010868156786525,0.9473770651117589,0.8830845771144279,0.8725490196078431,0.8529411764705882,0.8776612684141146,0.8635810063980927,0.8544290728516954,0.08379459566666586,0.016105117000000498,0.004108515333331667,0.0030784006666691663
openml__ecoli__145977,TabNet,169747.33333333334,0.4439806540137659,0.628094475216594,0.5831248746327736,0.9555330782708916,0.9123226433430515,0.9289734504913078,0.849502487562189,0.872549019607843,0.8823529411764705,0.8373351097867147,0.8574059160305829,0.8687630452336336,11.982587491666644,0.04372046933332276,0.014490786666650934,0.013856690333360165
openml__ecoli__145977,TabPFNModel,179751.0,0.12860168494113902,0.9805487522395446,0.7780759138535643,0.9983845097913062,0.8865714285714285,0.9335,0.9589552238805971,0.823529411764706,0.8431372549019608,0.95772079967863,0.8085027109248563,0.8429979306247056,0.0004819646666671333,0.5985299636666662,0.24839653000000025,0.2488004726666659
openml__ecoli__145977,VIME,197790.0,11.298695956298465,11.716699436016734,11.390570855609965,0.3924849120964422,0.38474681459885535,0.35800515603066624,0.4253731343283582,0.4215686274509804,0.4313725490196078,0.2538940403322776,0.2501667333600106,0.26013738828864874,3.9643421316666667,0.040298218333332934,0.0375722683333344,0.037548708333332535
openml__ecoli__145977,XGBoost,211644.0,0.1057089923464563,0.5936471276161005,0.4503658238236847,0.9999966848337776,0.9085396825396826,0.9163818027210885,0.9950248756218905,0.8333333333333334,0.8333333333333334,0.9950117116173015,0.8185699228981654,0.8217818285754689,0.42146813366666463,0.0043087023333295,0.0008501700000034334,0.0007780610000015666
openml__ecoli__145977,rtdl_FTTransformer,225829.0,1.3049749936132382,1.4955703372765772,1.5112751354554703,0.7726039728415418,0.7710317460317461,0.8189471844293273,0.7686567164179104,0.7549019607843137,0.7156862745098039,0.6978454018106787,0.6691166764221793,0.6430514063246936,6.801353448000005,0.05116755233332993,0.047164062000016736,0.0475916116666705
openml__ecoli__145977,rtdl_MLP,239146.0,2.8225193567461653,3.2647687346735403,3.1274749876981978,0.7033576391975074,0.7379251700680273,0.788983560090703,0.787313432835821,0.7647058823529411,0.7745098039215685,0.7135088173150356,0.6817627905863199,0.6990061925153203,5.015122482333311,0.0454965926666659,0.044869866666658674,0.04494365666670316
openml__ecoli__145977,rtdl_ResNet,254003.0,0.46470966049954293,0.809926938649467,0.6247993921121252,0.9323426610761029,0.8818371126228269,0.9450426587301589,0.9141791044776119,0.8627450980392156,0.8627450980392156,0.909439208035192,0.8539337680773667,0.8569756304185369,5.524726496666662,0.04862170666666186,0.04579495366670013,0.046533009666672294
openml__eeg-eye-state__14951,CatBoost,5720.666666666667,0.23498683588189484,0.27800278707777965,0.27473429485732415,0.9849789677025967,0.9681110438525692,0.9688845170836696,0.9355251446372942,0.9003115264797508,0.9072096128170895,0.9355251446372943,0.9003115264797508,0.9072096128170895,1.2112720543333209,0.018498622666683635,0.0094586796666694,0.009383258000009167
openml__eeg-eye-state__14951,DANet,18754.0,0.6833782927656711,0.6807070269100585,0.6851419791202904,0.6116496396276077,0.6193052432837541,0.6054178557016027,0.6011626613262128,0.6112594570538495,0.5972407654650645,0.6011626613262128,0.6112594570538495,0.5972407654650645,399.20911570133404,0.6617144263333709,0.09521108299971577,0.09527166466553653
openml__eeg-eye-state__14951,DecisionTree,31570.333333333332,0.2842931663511328,1.2341536675087934,1.2234509204061343,0.9458077991077252,0.8755855096275798,0.8796141161266767,0.8733032932799288,0.8228749443702714,0.8222073876279484,0.8733032932799288,0.8228749443702714,0.8222073876279484,0.3440165936666683,0.0140016226666688,0.0089209476666667,0.016143578999998864
openml__eeg-eye-state__14951,KNN,54374.0,0.0578477357235484,0.15466323963889564,0.14044354054442554,0.9986241435640711,0.9933705297090588,0.9934690154310312,0.9830607476635514,0.9643969737427681,0.9612817089452603,0.9830607476635514,0.9643969737427681,0.9612817089452603,0.038853567666743964,10.340843782333272,1.3699118656666087,1.3507592956667243
openml__eeg-eye-state__14951,LightGBM,68923.66666666667,9.360103574539318e-06,0.13907009168066717,0.14943747940477792,1.0,0.9927360774818403,0.9925012731081133,1.0,0.9592790387182909,0.9581664441477526,1.0,0.9592790387182909,0.9581664441477526,9.629183183999979,0.417339034333357,0.051974044000000164,0.057780972000008035
openml__eeg-eye-state__14951,LinearModel,83922.0,0.639431908288116,0.6413253070244966,0.6407772399396158,0.6773716836116116,0.676698998808563,0.6763681108036436,0.6414107699154429,0.6388518024032043,0.6410769915442813,0.6414107699154429,0.6388518024032043,0.6410769915442813,0.03300347199999983,0.004887548999999967,0.0012156440000000667,0.0027455889999998995
openml__eeg-eye-state__14951,MLP,98852.0,0.6609066693849188,0.6627583621765276,0.671124951374308,0.6316300195848595,0.6282506293477843,0.620655818824705,0.6118435692033822,0.6206052514463729,0.6070315976858033,0.6118435692033822,0.6206052514463729,0.6070315976858033,32.29847626833316,0.1018767463335734,0.05090996533325167,0.05035321366676723
openml__eeg-eye-state__14951,NODE,116591.66666666667,0.5622696852444952,0.5658899146149993,0.5671657840138974,0.7277403217163485,0.7268837796418003,0.7268069127368463,0.6772919448153093,0.6744548286604362,0.6728971962616822,0.6772919448153093,0.6744548286604362,0.6728971962616822,471.02995969166676,1.4984189426666414,0.18942571566670566,0.188503853666513
openml__eeg-eye-state__14951,RandomForest,126454.0,0.29497831821516857,0.36482495311841046,0.3626630701297942,0.9849493105893954,0.9521203255313425,0.9533910315538646,0.9282376502002672,0.8718291054739652,0.8765020026702269,0.928237650200267,0.8718291054739652,0.8765020026702269,1.8077038000000034,0.19059637799999976,0.0786041216666717,0.0839265050000032
openml__eeg-eye-state__14951,SAINT,137855.0,0.6879570619279828,0.6879044130981685,0.6879044101272204,0.518752396270822,0.4896743125216188,0.5139303249548407,0.5511515353805073,0.5514018691588785,0.5514018691588785,0.5511515353805073,0.5514018691588785,0.5514018691588785,155.93608538633336,0.7909113666666769,0.13892981833332382,0.1402136199999925
openml__eeg-eye-state__14951,STG,145834.0,0.6880526557020946,0.6880090962689241,0.6880090962689241,0.5000504668180671,0.5,0.5,0.5511515353805073,0.5514018691588785,0.5514018691588785,0.5511515353805073,0.5514018691588785,0.5514018691588785,145.84741393633337,0.09492556766668747,0.008224539333326633,0.0078361009999904
openml__eeg-eye-state__14951,TabNet,169830.33333333334,0.7769403846516906,0.7852084319299605,0.7913662693054749,0.6235921068920794,0.6156216370729083,0.6108841135324186,0.6025255896751224,0.6070315976858033,0.5965732087227414,0.6025255896751224,0.6070315976858033,0.5965732087227414,100.87342564066785,1.1533568236663996,0.14825069299998475,0.1477765899999212
openml__eeg-eye-state__14951,VIME,197892.0,0.6907270224866165,0.6876714829476503,0.6874314699509328,0.6238904231120576,0.6262674031476997,0.6294744946000999,0.5779928793947485,0.5778816199376947,0.585002225189141,0.5779928793947485,0.5778816199376947,0.585002225189141,31.976101434665907,0.11651014266620524,0.05221422566622393,0.05129042199951067
openml__eeg-eye-state__14951,XGBoost,211736.66666666666,0.0325315039066812,0.1452877821193026,0.14400488234171527,0.999996716232325,0.98833184403705,0.9880814260732542,0.9993880729862038,0.9461504227859368,0.9450378282153983,0.9993880729862038,0.9461504227859368,0.9450378282153983,0.7192794553333309,0.061058714666662135,0.0085505070000095,0.009851061666661033
openml__eeg-eye-state__14951,rtdl_FTTransformer,225909.0,0.6879042442219682,0.6879060091604167,0.6879159068207131,0.5484356341895945,0.5545031395326493,0.5383274602213767,0.5511515353805073,0.5514018691588785,0.5514018691588785,0.5511515353805073,0.5514018691588785,0.5514018691588785,56.05536206866666,0.31870467866667224,0.07483664900000514,0.0732120029999971
openml__eeg-eye-state__14951,rtdl_MLP,239226.0,0.6878203345772188,0.6879108958526564,0.6954593130573464,0.5051531884657003,0.49545404319920056,0.4959891089204043,0.5512071651090342,0.5514018691588785,0.5511793502447708,0.5512071651090342,0.5514018691588785,0.5511793502447708,15.932786866666666,0.11879423500000047,0.0494709150000017,0.0487459116666689
openml__eeg-eye-state__14951,rtdl_ResNet,254095.0,0.637276373241227,0.6425766942539332,0.6314519041517942,0.6952794901453428,0.6871552999730967,0.6995762111341713,0.6344014241210503,0.6384067645749889,0.6341789052069426,0.6344014241210503,0.6384067645749889,0.6341789052069426,64.63885686266622,0.15604856199994777,0.06586894533332567,0.06600853700062233
openml__electricity__219,CatBoost,5818.0,0.30287305214622884,0.33326029045061084,0.33243327105532733,0.9478170289088773,0.9325099600615054,0.9329040394596958,0.8737896785429314,0.8531701522816667,0.8562701721571685,0.8737896785429314,0.8531701522816667,0.8562701721571685,3.5703417323333326,0.1547468893333435,0.025644127333331768,0.023798227000005
openml__electricity__219,DecisionTree,31662.666666666668,0.2743994749589494,0.8833159767387363,0.8923640580468771,0.951201220820173,0.9084743587963962,0.9084313396598622,0.8755643495829619,0.8454468056315524,0.8424423160796964,0.8755643495829619,0.8454468056315524,0.8424423160796964,0.5930694073333314,0.04378597033334344,0.008670889666661866,0.007598209666663
openml__electricity__219,KNN,54464.0,0.27431506007985856,1.0972789907546954,1.169824117286703,0.9490760148048579,0.8788693014941851,0.876559420119401,0.8760057803898339,0.8090334707736297,0.8047809185312854,0.8760057803898339,0.8090334707736296,0.8047809185312854,0.18524399766670277,11.314207188666614,1.512462710999974,1.3764184186665414
openml__electricity__219,LightGBM,69015.33333333333,0.017485284592830653,0.19471168211357756,0.19290065408365717,0.9999975993930876,0.9836848969107551,0.9837861276387816,0.999567816091954,0.9408564055703609,0.9385805599671032,0.999567816091954,0.9408564055703609,0.9385805599671032,19.57790286466663,1.839845027000005,0.2745394079999954,0.2642728443333434
openml__electricity__219,LinearModel,84012.0,0.5146705972558729,0.5228202217242114,0.5233891911805351,0.8159721178905474,0.8080582895914982,0.8077957466219968,0.7534736345648932,0.7474617666055078,0.7480683395203219,0.7534736345648932,0.7474617666055078,0.7480683395203217,0.05657044333333346,0.03685841999999997,0.00923402,0.012876413999999933
openml__electricity__219,MLP,98926.0,0.3085704705017189,0.3695298443607323,0.3713628724346861,0.9388804735889987,0.9140856809192311,0.9123987195269812,0.859591570242312,0.8336763172259954,0.8333211586956555,0.859591570242312,0.8336763172259954,0.8333211586956554,120.90831920399917,0.25351273166537186,0.07424627900036276,0.07456275233259163
openml__electricity__219,NODE,116616.0,0.3852272875896745,0.4124692439718469,0.41114033644179776,0.9095794935179883,0.8923924783839748,0.8930778486405768,0.8351861787869111,0.8167566388623914,0.8158889443186615,0.8351861787869111,0.8167566388623914,0.8158889443186615,360.33082335500006,2.787678006999973,0.3540561503333682,0.35153361733328364
openml__electricity__219,RandomForest,126549.33333333333,0.3116303056087421,0.365942803427914,0.3670403279287311,0.9564828532288333,0.9234354081137591,0.9225470533167881,0.8766678790359773,0.8418418467165716,0.8425153152072133,0.8766678790359773,0.8418418467165717,0.8425153152072133,3.2899169313333445,0.45452167733334176,0.11113965700000243,0.08941489200000297
openml__electricity__219,SAINT,137872.0,0.404098148668452,0.4439304194331322,0.44068315921151463,0.8923426244941405,0.8725142650576564,0.8743982350806777,0.8086385011017277,0.7875530108073772,0.7930853122638729,0.8086385011017277,0.7875530108073772,0.793085312263873,572.526269940999,1.1949759283343155,0.19639985699965715,0.19635423133452903
openml__electricity__219,STG,145888.0,0.5882565592898219,0.5952361954941497,0.5994006541401178,0.8358810776296739,0.8286474049280312,0.82690135727892,0.696598597732244,0.6924374040192148,0.6892967370867189,0.696598597732244,0.6924374040192148,0.6892967370867189,528.8280893546665,0.14971174966679726,0.019255215667120202,0.018629943000632868
openml__electricity__219,SVM,158116.0,0.4733622299446593,0.48485387805883357,0.4862216176016774,0.8492188229126123,0.8421744482283621,0.841132750262764,0.7834055201374088,0.776151413923461,0.775211174772021,0.7834055201374088,0.776151413923461,0.775211174772021,1179.8413131100006,172.04140854599973,21.569949600666707,21.849451742999616
openml__electricity__219,TabNet,169865.0,0.3655016413743069,0.39875198563841,0.4070234234458092,0.9156597153431146,0.8977109785285214,0.894177077981657,0.8317562587138511,0.8158748055061049,0.8116952036927266,0.8317562587138511,0.8158748055061048,0.8116952036927266,303.57251858099943,1.549821385999773,0.196596165333176,0.1944845736652496
openml__electricity__219,VIME,197953.0,0.5163217001056621,0.5271762068818854,0.5276822612340818,0.866493610671761,0.8539776794222705,0.8514211843815982,0.7634971375308757,0.7543025981196255,0.7504957674790949,0.7634971375308757,0.7543025981196255,0.7504957674790949,332.2881267846672,0.2800743049998952,0.08046766033294257,0.07917215600112583
openml__electricity__219,XGBoost,211842.0,0.07431156711202333,0.17773708456630755,0.17777064162154532,0.9996229957273259,0.9807907261379296,0.9808342926044302,0.9917055386036652,0.9340886218823107,0.9312984384192866,0.9917055386036652,0.9340886218823107,0.9312984384192866,1.7688545613333346,0.25499564066666613,0.0341904386666674,0.03463624766666837
openml__electricity__219,rtdl_FTTransformer,225991.33333333334,0.23308785199994062,0.3099876748160447,0.31033654520587683,0.9669232413161231,0.9399653870439962,0.9393800063878013,0.8966223124737657,0.8616305677296522,0.858919081124578,0.8966223124737657,0.8616305677296521,0.858919081124578,420.9307629110008,0.6974424376676325,0.1331338836668389,0.13011630266555582
openml__electricity__219,rtdl_MLP,239321.66666666666,0.32338126056480354,0.3631722556850229,0.3647720424958156,0.9348747585287335,0.9154025661716215,0.914094132497099,0.8553063407752531,0.8365453923411724,0.8355277549598012,0.855306340775253,0.8365453923411724,0.8355277549598012,129.77705953166682,0.3111704350000461,0.08253655033339173,0.0828981303335088
openml__electricity__219,rtdl_ResNet,254175.66666666666,0.335643977398139,0.3705251104936886,0.3717252850644281,0.9301104617707106,0.9120100760343538,0.9116879546837029,0.8531270093753903,0.8352213761444242,0.8333946772743798,0.8531270093753903,0.8352213761444242,0.8333946772743798,174.58821253999963,0.38375272399950217,0.0871143436665988,0.08531329900082096
openml__elevators__3711,CatBoost,5896.0,0.14317083583499596,0.2572568446934832,0.2681818588065649,0.992379885023893,0.9436827886177065,0.9377204029156491,0.958681627632603,0.903012048192771,0.8911646586345382,0.958681627632603,0.903012048192771,0.8911646586345382,5.815979215333319,0.015201184666674765,0.0028666599999951,0.002715332333319
openml__elevators__3711,DANet,18781.666666666668,0.3473312198494229,0.34946508079417177,0.3523740617626257,0.8951212835044519,0.8936010147102394,0.8904682837902985,0.8694429801440872,0.8698795180722891,0.8660642570281124,0.8694429801440872,0.8698795180722891,0.8660642570281124,678.2904008859999,0.6098219146667058,0.08105580300010233,0.08040436800001767
openml__elevators__3711,DecisionTree,31756.0,0.31100354955834014,0.9669424093835352,0.9929651467943711,0.9078666744568556,0.8479192265270363,0.8408836113986086,0.8734342445465271,0.8413654618473897,0.8337349397590361,0.8734342445465271,0.8413654618473897,0.8337349397590361,0.05524028300000037,0.0023558480000022666,0.00048636133333223333,0.0003945889999989333
openml__elevators__3711,KNN,54541.333333333336,0.519749371155537,0.7259940467234441,0.7815786894807722,0.7631603645808435,0.658855516523881,0.6664785895119795,0.7408188367597962,0.7140562248995984,0.7024096385542169,0.7408188367597962,0.7140562248995984,0.7024096385542169,0.027144770333307432,0.4074184656666886,0.05543925699997487,0.05452900266664883
openml__elevators__3711,LightGBM,69103.33333333333,0.13781992569237647,0.2650627123566949,0.2690953343876366,0.9923600908619313,0.94106500388334,0.9375991724605194,0.9603634811858323,0.8941767068273093,0.8929718875502007,0.9603634811858323,0.8941767068273093,0.8929718875502007,2.0817441163333497,0.48127554966665304,0.0625385376666637,0.06136969766667253
openml__elevators__3711,LinearModel,84102.0,0.5230733505019597,0.520575150065801,0.5134078457084063,0.75261780447688,0.7575379567456535,0.7639410774668273,0.753621005597811,0.7566265060240963,0.7662650602409639,0.753621005597811,0.7566265060240965,0.7662650602409639,0.032061731666666565,0.004128738000000034,0.0012814399999999,0.0009380646666667333
openml__elevators__3711,MLP,99022.66666666667,0.5093493136614199,0.5149994376437163,0.5137643299634048,0.7677508927733604,0.7644361962415159,0.762319195256377,0.7604739312699249,0.760441767068273,0.7552208835341365,0.760473931269925,0.760441767068273,0.7552208835341365,33.25313331400012,0.12123325666673652,0.0618311809999075,0.06096010000006417
openml__elevators__3711,NODE,116627.33333333333,0.44024832416353393,0.47559594964855406,0.46957550271298265,0.8365550235210591,0.8081411915594146,0.8121199864267211,0.8196400331350252,0.7877510040160643,0.7965863453815262,0.8196400331350252,0.7877510040160641,0.7965863453815261,418.32828070599953,1.9608384333332651,0.2575072976673785,0.2579070003334512
openml__elevators__3711,RandomForest,126637.33333333333,0.27624910343703457,0.3672076304699301,0.36905544798579254,0.9561851931524239,0.8885625863554556,0.8865095995826048,0.9012224816125712,0.8477911646586346,0.8427710843373495,0.9012224816125712,0.8477911646586346,0.8427710843373495,0.5442400103333421,0.07324085766666377,0.018424480000002533,0.018780916333336433
openml__elevators__3711,SAINT,137880.33333333334,0.47481580630775805,0.49887584334444607,0.49384622108733583,0.8031545883327756,0.7820520010672812,0.7825159624820066,0.7793006501493586,0.769277108433735,0.7708835341365461,0.7793006501493586,0.769277108433735,0.7708835341365461,234.19726567000058,0.690310063000652,0.15356813733342276,0.15257037733317697
openml__elevators__3711,STG,145932.33333333334,0.54344090572493,0.543655502734833,0.5374292111188832,0.7426587914938217,0.7400212889743166,0.7511676928768044,0.7425759971885433,0.7455823293172691,0.7447791164658635,0.7425759971885434,0.7455823293172691,0.7447791164658635,178.6997455536672,0.06456908800040154,0.008364518000689667,0.0081097083331466
openml__elevators__3711,SVM,158125.0,0.5455152917217576,0.5440487927050074,0.540035039067172,0.7251140200384906,0.7319158434042418,0.7339518352534764,0.7372292090267841,0.7393574297188755,0.7449799196787149,0.7372292090267841,0.7393574297188755,0.7449799196787149,48.87510086633339,7.709474498333293,0.9667513773332909,0.9632720060000489
openml__elevators__3711,TabNet,169891.0,0.2257681342253056,0.2350983592767585,0.24477464551011618,0.9557942850111453,0.9500023509644336,0.9458697520383993,0.9089539874990585,0.9104417670682731,0.901004016064257,0.9089539874990585,0.9104417670682731,0.901004016064257,232.1576586346658,1.603928358667711,0.17184180700110116,0.17382704900029458
openml__elevators__3711,VIME,198001.66666666666,0.5431725340117909,0.5448943795269752,0.542775301213365,0.7625412525915656,0.7614465059286791,0.7611649566941021,0.7480231945176595,0.7451807228915662,0.75,0.7480231945176595,0.7451807228915662,0.75,76.73087444999994,0.1300560626671843,0.05755500066698003,0.058023638666175666
openml__elevators__3711,XGBoost,211923.0,0.13110831504258566,0.26318362263840406,0.2715511617027348,0.9893193676491157,0.9415459602216818,0.9380753135705033,0.959208775761227,0.8975903614457831,0.8961847389558232,0.959208775761227,0.8975903614457831,0.8961847389558232,4.025609885333324,0.08329328466660013,0.011079357333301199,0.01086119933332457
openml__elevators__3711,rtdl_FTTransformer,226053.0,0.4399119542284022,0.48580847646780195,0.4818085260272688,0.8419786238985293,0.7988174932147768,0.8011837530796218,0.7981524713206317,0.7811244979919678,0.7789156626506024,0.7981524713206317,0.7811244979919678,0.7789156626506024,123.78670614500031,0.4318790293327765,0.09982128200014502,0.09820017200036087
openml__elevators__3711,rtdl_MLP,239407.33333333334,0.5152878350745099,0.5143447633754148,0.5099738997429699,0.7604695890498271,0.7666492185450874,0.7686413068416463,0.7587167708411778,0.7620481927710844,0.7646586345381525,0.7587167708411778,0.7620481927710844,0.7646586345381525,25.516936717333618,0.12979373133354477,0.0597529030001169,0.05874089666652554
openml__elevators__3711,rtdl_ResNet,254257.66666666666,0.4741851884651697,0.4846877669528265,0.4811468607723813,0.8044629682744554,0.797049454661226,0.7946616678931336,0.7833923237191556,0.7775100401606426,0.7849397590361447,0.7833923237191556,0.7775100401606426,0.7849397590361447,70.29273493499993,0.17686685366713084,0.07411451200065733,0.07393011766710816
openml__eucalyptus__2079,CatBoost,5987.666666666667,0.4179723132735374,0.7082275967574226,0.7065924007269845,0.9860467003970399,0.9259157929612476,0.9230315307588035,0.8922902494331065,0.7522522522522522,0.6981981981981983,0.8909906445767422,0.7465403388169388,0.6930903292035341,1.8130148150000345,0.010548556999989198,0.0034136360000532663,0.002146170666626
openml__eucalyptus__2079,DANet,18844.333333333332,0.7077365818937107,0.9516460780524895,1.0159800492110407,0.9283000881204734,0.8974965410571469,0.8880379861440467,0.6984126984126985,0.7027027027027026,0.6261261261261261,0.691346184150564,0.7045196288934946,0.61452586515597,49.78200578966683,0.062424352999945094,0.0438191953330715,0.042905976333561996
openml__eucalyptus__2079,DecisionTree,31827.0,0.38867893214381316,4.7255601158887295,6.076387652185723,0.9695103402917985,0.8487082656400838,0.8189274193819648,0.8480725623582765,0.6621621621621622,0.6486486486486487,0.84755665515565,0.6621613375264168,0.6412602740168297,0.014859797333333633,0.0018716893333329666,0.00048138133333350003,0.0004644650000002666
openml__eucalyptus__2079,KNN,54635.333333333336,1.0624339798964542,2.581536601921725,2.9918819284516913,0.8263021406035221,0.787908748098142,0.729849437879741,0.5260770975056689,0.509009009009009,0.4144144144144144,0.5231829901678623,0.5076517198227725,0.40441568769793274,0.0025380633333333,0.043343548333333204,0.03064811066666563,0.023175911333332497
openml__eucalyptus__2079,LightGBM,69198.66666666667,0.39703309178980417,0.7523050598967345,0.7924328134388497,0.9836086505413663,0.9171665063331731,0.9061262194595527,0.9075963718820862,0.7432432432432433,0.6846846846846847,0.9059289023500717,0.7350938535721144,0.6784164621037219,1.408514162333334,0.0302571496666672,0.0049110303333333,0.0053129723333308
openml__eucalyptus__2079,LinearModel,84192.0,1.4132353531057895,1.5380280799594992,1.5789038445144226,0.7043474746606343,0.7118287436469255,0.6866555274131031,0.43310657596371877,0.4189189189189189,0.40090090090090086,0.35010943851152404,0.34157534884151614,0.32352073640750123,0.035459973666666596,0.002566268333333267,0.0003746703333332333,0.0002903513333331667
openml__eucalyptus__2079,MLP,99106.0,3.3482607080533504,3.296030228006068,3.73267425159812,0.6991112810405187,0.715630332069726,0.6573977930038536,0.4954648526077097,0.5405405405405405,0.41891891891891886,0.4434201850452153,0.491168653475155,0.3671499138376488,9.397902927999931,0.04686302533339883,0.0425097263333403,0.042859049333401296
openml__eucalyptus__2079,NODE,116651.66666666667,1.035297020762956,1.098556039569614,1.103848638835254,0.9567886901557124,0.9183590231317504,0.9244014795529948,0.7670068027210885,0.6936936936936937,0.6801801801801801,0.7279257454271127,0.6502191555051967,0.6379461871795967,185.9450026976671,0.4604646653333475,0.12054790900007593,0.12010343733375821
openml__eucalyptus__2079,RandomForest,126726.33333333333,0.6107607377395595,0.8209431345362227,0.8605978175548515,0.9745363149408787,0.9144418376236558,0.9056546483819211,0.8577097505668935,0.7252252252252251,0.6756756756756758,0.8522118597181474,0.713022159249476,0.6588219148457218,0.3641099660000033,0.07026752466666564,0.0448882883333343,0.039408441666664566
openml__eucalyptus__2079,SAINT,137893.33333333334,0.449336272854932,0.6580916604426412,0.7009324275330663,0.9678358613072029,0.9369124814579358,0.9279020558566015,0.8112244897959183,0.7522522522522523,0.7297297297297297,0.8102700670985699,0.7473639302992092,0.7237035874579328,199.98841238733317,0.11194810699998918,0.09172414833331756,0.0891742899997704
openml__eucalyptus__2079,STG,145993.66666666666,1.5552462919228744,1.55648782768765,1.5599244193987805,0.5645981591467397,0.5489464968252847,0.5691732159535191,0.35090702947845803,0.37837837837837834,0.3603603603603604,0.23485756912792297,0.2694868724845309,0.2477825651738695,9.029542123000033,0.0039096549999643,0.0011653633333494333,0.0011003176666335333
openml__eucalyptus__2079,SVM,158162.66666666666,0.68101741768641,0.9683442743427085,0.9526443503492817,0.9487378345553314,0.8925412634503543,0.9010512355209325,0.7658730158730158,0.6891891891891891,0.6801801801801801,0.7416623329114231,0.666863758847179,0.658699989763393,103.78199719799977,0.07022342200010218,0.010049666000062,0.009941714999816468
openml__eucalyptus__2079,TabNet,169959.33333333334,1.561773153351411,1.6287926755099205,1.4860559750661675,0.816066315327549,0.8261100319433652,0.8162768488526063,0.5362811791383221,0.5270270270270271,0.5720720720720721,0.5216308952630263,0.5074996173461647,0.5423225353208346,20.20716934733332,0.08442538700004808,0.016775482000033,0.0169390633333629
openml__eucalyptus__2079,TabPFNModel,179841.0,0.24347452556891544,0.6195257455202974,0.6103468165474132,0.9985039134616951,0.9355773939864848,0.9364422698513607,0.9574829931972789,0.7162162162162162,0.7252252252252251,0.9568358110566054,0.7176080391408045,0.7214610266334404,0.0007928663333333,1.2035955859999996,0.6515683909999996,0.6617181926666659
openml__eucalyptus__2079,VIME,198101.0,1.746606383782441,2.0210488791169916,2.076737702150621,0.7564264808519395,0.7356970330455179,0.7148321151351453,0.4988662131519274,0.509009009009009,0.45045045045045046,0.4443266133918782,0.4593209221055521,0.37466799340776036,15.117904434333354,0.049195499666628395,0.04555751566666303,0.04553034666666153
openml__eucalyptus__2079,XGBoost,212004.66666666666,0.10794250844654944,0.7510137453356439,0.8022931481633956,1.0,0.9170825442795141,0.9131933778903476,0.9994331065759637,0.7252252252252251,0.6801801801801801,0.9994325636434299,0.721708235415195,0.6745547931109588,1.0438460700000025,0.0093607563333382,0.005556612666671766,0.0014869096666693669
openml__eucalyptus__2079,rtdl_FTTransformer,226133.33333333334,1.5297531312300012,1.5409541174298493,1.5936061980345428,0.8663059345873441,0.8569242037423855,0.8532783153995275,0.6683673469387754,0.6621621621621622,0.6306306306306306,0.6182297250339258,0.6132214146920029,0.5802939421767149,12.45808170299991,0.06685322966666259,0.050793017666630136,0.0517383949999915
openml__eucalyptus__2079,rtdl_MLP,239490.33333333334,22.789285163222583,22.180531306799224,22.52713388719319,0.5237995621488597,0.5192346920756011,0.5448485409091469,0.3157596371882086,0.34234234234234234,0.3288288288288288,0.1836270548542337,0.20700494742920159,0.1980808484415817,4.653883656,0.04773509799999564,0.04387821300001227,0.04455425600000787
openml__eucalyptus__2079,rtdl_ResNet,254339.0,1.6415432756684385,1.7728206125800139,1.55979676708424,0.7979615645447717,0.7776704496401465,0.8212871724235361,0.5430839002267573,0.545045045045045,0.5675675675675675,0.4876560529503074,0.4905282244631726,0.5233903265507954,7.912282491666701,0.0522516176667977,0.05064726866658014,0.0517581833333527
openml__eye_movements__3897,CatBoost,6084.333333333333,0.5351844350674414,0.721451169098596,0.7345860606287596,0.9586470814830078,0.8654997823128102,0.8560583688706465,0.8500990702636794,0.6925655088360756,0.6706276660572822,0.8504473605597994,0.692997141824302,0.6712529515924958,6.216248908000021,0.10936989966664133,0.0197796909999965,0.019179256666679564
openml__eye_movements__3897,DANet,18893.0,0.31247436810425316,0.9201808395140256,0.9565858592000779,0.9732759391230702,0.8442160064933925,0.8287868204734682,0.8738759335467154,0.6755027422303473,0.6389396709323583,0.8741651073994318,0.6752672632645552,0.6386376592976298,575.031036995667,0.3942249070005346,0.0640076976675724,0.0652162833336357
openml__eye_movements__3897,DecisionTree,31936.666666666668,0.5957216827663304,3.1939305540979226,2.9611538173348486,0.8949666144604751,0.7582612378898211,0.7549914246165975,0.7216887669562567,0.5917123705057891,0.5703839122486288,0.7225102273254814,0.5918022539547877,0.5707915270992242,0.47310430299999834,0.034379539333333,0.0053994553333325005,0.0186668323333331
openml__eye_movements__3897,KNN,54728.333333333336,0.7438452999608168,2.94802404169012,2.9441105258142115,0.8200314278427662,0.6833978951437851,0.6750409465876869,0.624485596707819,0.5009140767824497,0.48567946374162085,0.6244166114681725,0.5016776886661859,0.4858192607309686,0.02788404666667547,5.061260074333329,0.7069149146667163,0.6426577693333494
openml__eye_movements__3897,LightGBM,69279.0,0.029202427085400967,0.5536320885437478,0.570735958265034,1.0,0.9159168628780617,0.9104710152598332,1.0,0.7714808043875685,0.7562461913467398,1.0,0.7719625024039399,0.7566958452526782,30.45144884666669,1.5224806479999697,0.228023308666683,0.22669598533331714
openml__eye_movements__3897,LinearModel,84282.0,1.0458625079107915,1.056191634718999,1.0506945950942714,0.6315010552437196,0.6331043537229852,0.6323015125845665,0.4492836457857034,0.4372333942717854,0.4372333942717855,0.4278001831971105,0.41480131525823544,0.41737439329226533,0.1480189866666667,0.08857496766666635,0.014487286333333333,0.005370042000000001
openml__eye_movements__3897,MLP,99197.33333333333,1.9018141229623045,2.315960312862926,2.261431402561372,0.7272083630974694,0.6891782445588047,0.6771134718303903,0.5444292028654169,0.5237659963436929,0.4951249238269348,0.5443673604669791,0.5232141590465872,0.494915151136754,30.265082834666753,0.10314425166666293,0.052916237666598365,0.0540758786668599
openml__eye_movements__3897,NODE,116673.66666666667,0.7457697847487585,0.8504289773512475,0.8588318825585315,0.83880044805785,0.779691504904145,0.7736228489826189,0.6656378600823046,0.5764777574649603,0.5682510664229129,0.6617026280984364,0.5734578812824461,0.5631719283136901,542.6292097423333,1.8545104316671086,0.25385330133250744,0.25389308199957367
openml__eye_movements__3897,RandomForest,126822.0,0.6532236324218852,0.8143661699842027,0.8224911678956554,0.9563102925102457,0.8429563760412151,0.8332410292835432,0.8447645176040238,0.6633150517976844,0.6468616697135893,0.8457078160448553,0.6625614695714208,0.6471724171104147,3.181981967666667,0.2834810890000056,0.09357100499999636,0.08446320066666617
openml__eye_movements__3897,SAINT,137905.33333333334,0.5468013742377337,0.7997349781701973,0.8376639782419343,0.9186392135281455,0.8269140046377869,0.814150748121271,0.7568206066148453,0.6386349786715417,0.6258379037172456,0.7575774797097078,0.6389025003004777,0.6262084055906926,414.6798585349995,0.8314380559992666,0.1637909763333785,0.16680318966609767
openml__eye_movements__3897,STG,146104.0,0.9645936963825649,0.9731445406392755,0.9626033509162634,0.7003120033260967,0.694828036282634,0.706951934570382,0.48948331047096477,0.49024984765386953,0.5112736136502133,0.4861744325484986,0.4849978648698056,0.5079042240615035,126.89695260733349,0.07420376500006867,0.006779888999972133,0.006551050000174
openml__eye_movements__3897,TabNet,170025.33333333334,0.5222174032651933,0.8220001126729194,0.8361525219842901,0.9218995080171185,0.8273509222208961,0.8200944189684712,0.761888431641518,0.6456429006703229,0.6243144424131627,0.7609200959708248,0.6440844455713517,0.6230042312042278,247.39032320033326,1.0676868893331555,0.1389386796666182,0.13884676899984544
openml__eye_movements__3897,VIME,198187.66666666666,1.1170708886460885,1.3239940828957972,1.3122299450759916,0.7449804761591551,0.6913746832626885,0.6853104400834522,0.5385611949397958,0.5051797684338818,0.4838513101767215,0.5299058919475922,0.49369825509027204,0.47516734766063823,68.5268342189999,0.11477209166726725,0.0585203569999066,0.05807131899988837
openml__eye_movements__3897,XGBoost,212110.0,0.06716903325139403,0.5753799473393856,0.5980974992040332,1.0,0.9084534879935197,0.9008309653958265,0.9999618960524311,0.7535039609993905,0.740402193784278,0.9999618957135631,0.7537837435625406,0.740853651676535,4.179444764666653,0.20827914033331751,0.029221104333361766,0.027608761333304668
openml__eye_movements__3897,rtdl_FTTransformer,226238.0,1.1559521957758372,1.4892508085679879,1.4390892742025212,0.7995779599033045,0.7286449352176537,0.7367025745219852,0.6234186861758878,0.5329067641681902,0.5368677635588056,0.622534395221056,0.5317383257566918,0.536023447340246,85.20249360433293,0.3843672163332788,0.0882752803330125,0.08652838633315692
openml__eye_movements__3897,rtdl_MLP,239589.66666666666,16.526293259170338,16.33759100522106,16.539743558693775,0.6067685636017306,0.61074217555225,0.6065842972131997,0.4508840115836,0.45734308348567937,0.4478976234003656,0.39789844138200897,0.40432935950541676,0.3946190204985153,26.817238322666828,0.11972413433318246,0.056698948333329634,0.05578659599996166
openml__eye_movements__3897,rtdl_ResNet,254430.0,1.295368803493431,1.4529903016898487,1.4330242992872233,0.7564426561790428,0.7247950178868102,0.7149198511895524,0.5759411675049535,0.5399146861669714,0.5188909201706277,0.5764282525714329,0.5408219924845522,0.5195839935518641,44.79140989033359,0.14808665466614454,0.06291295166664664,0.06161349266684126
openml__fabert__168910,CatBoost,6167.0,1.0019651247385497,1.0884215035235243,1.0861798213941773,0.9481655110622835,0.9185030710016213,0.917162176130549,0.717407800880255,0.6711165048543689,0.6763754045307443,0.6991391241168672,0.6479845625983681,0.6522475918781722,3.2190108423333945,0.08165632266665544,0.022576951000019035,0.022260179333367502
openml__fabert__168910,DANet,18926.666666666668,0.6727583060242429,0.8834921345350493,0.8864525101665857,0.9568769431151197,0.9214781547569878,0.9172064912321618,0.7584357767997166,0.6840614886731391,0.6796116504854369,0.7562042607277921,0.6815327927924982,0.6766882837498137,237.9509665326665,0.52805468899957,0.060337207666937766,0.0597610656665589
openml__fabert__168910,DecisionTree,32025.333333333332,1.5204114967365088,2.102958789770213,2.072858606542766,0.6532528736450166,0.6316627851119211,0.6304774406875876,0.393332321546011,0.37419093851132684,0.37338187702265374,0.30614863294628036,0.27463107905291123,0.2720680828608302,0.936224654666662,0.03787493299999763,0.006020552999999,0.007001467666659233
openml__fabert__168910,KNN,54819.0,0.7066844128796411,2.1678342799475367,2.2535127522669076,0.9456921618723025,0.8970837277369815,0.896261303092268,0.7127029898315373,0.6610032362459547,0.6521035598705501,0.705716420954957,0.6530694057467049,0.6435433273120078,1.802087584334392,133.3610398103327,17.315940574999825,16.91346155433365
openml__fabert__168910,LightGBM,69382.33333333333,0.17611786650866154,0.8083214549970746,0.8006941089873489,0.9999876444483258,0.9287577280716848,0.9294751238177632,0.996054029443011,0.7192556634304207,0.7139967637540453,0.9960525672772015,0.7137714621630419,0.7062408379470609,88.83997406733329,1.986849520666624,0.2408667453332782,0.29231374866670495
openml__fabert__168910,LinearModel,84372.0,0.623198372932204,0.8533602967848865,0.848881348237254,0.971165635013315,0.9241157454650408,0.9228983413360371,0.8084686598876916,0.6905339805825242,0.696601941747573,0.8037567890297544,0.6829255346135837,0.6873665655885483,0.23233489199999988,0.056589401000000365,0.017146741666666566,0.0101983046666663
openml__fabert__168910,MLP,99284.66666666667,1.9393185741728949,2.665255862305337,2.667431572458472,0.9155892283240693,0.8785590291865427,0.8782728127391728,0.8275408509131381,0.6731391585760518,0.6771844660194174,0.8070046355303467,0.6492302233545818,0.6554168984111738,12.910121386000128,0.13495048833328838,0.06252083566657039,0.06190320300008043
openml__fabert__168910,RandomForest,126910.0,1.5339808667124073,1.5749243225067182,1.5634871866182436,0.8291872696126003,0.7723918475497379,0.7792621676531839,0.44154398745383716,0.42354368932038833,0.42192556634304196,0.35741431863960305,0.3206441907389354,0.3163123871004864,0.7240316403333414,0.12103108533334246,0.0513206063333366,0.05575831733332846
openml__fabert__168910,STG,146184.33333333334,0.42257213173292074,0.8194508399239645,0.8115855269739579,0.9801676852296012,0.9346780885323867,0.9338109866568988,0.8471189355997369,0.7127831715210355,0.7018608414239482,0.8446165451920359,0.7091135571314627,0.695590301677942,87.57508631866646,0.0780375396673965,0.006655230333005066,0.006219415334271567
openml__fabert__168910,SVM,158262.0,0.22877839878093767,0.8418492233241119,0.8379086470771689,0.9964095753793331,0.923117710338663,0.9220445114276729,0.9554307684524712,0.7059061488673138,0.7026699029126213,0.955204934795073,0.6981785240814721,0.6928879585525625,411.25381362433353,101.48374851666692,12.656393578001977,12.581615644334912
openml__fabert__168910,TabNet,170092.66666666666,0.726402795279873,0.9929298925929922,0.9980247980617536,0.9397405808180114,0.901431300528755,0.8986017450410224,0.7270197804421511,0.6642394822006472,0.654126213592233,0.7105932953563764,0.6460560356062371,0.6350214042157467,80.39645423066686,0.6244786976673046,0.08326060233399814,0.08136106066650457
openml__fabert__168910,VIME,198241.33333333334,1.6391867955453128,2.3821888143547834,2.314751079503693,0.9187276726343554,0.86133209018351,0.8590454842350504,0.7950118885010372,0.6561488673139159,0.6484627831715211,0.7864844094069244,0.6452987219210047,0.6350358239831808,345.1091437116668,0.1287385270005264,0.056447304333308496,0.056552322666523935
openml__fabert__168910,XGBoost,212186.66666666666,0.44168786402463195,0.8540207334543753,0.8396515941931519,0.9963663864153808,0.926805999958871,0.9289206898294206,0.9304902109576568,0.7273462783171522,0.7220873786407767,0.9306740031470414,0.7242346136969662,0.7155458298072089,14.830614470666623,0.5658472500000092,0.06674414633332994,0.06401311199999778
openml__fabert__168910,rtdl_MLP,239669.66666666666,2.7043570609240106,4.604113179475623,4.8066291591557055,0.9287208199633694,0.880626848272521,0.8729888810179759,0.8567815045277483,0.6844660194174758,0.6719255663430421,0.8397368706447019,0.6701140970885348,0.6556834573027078,17.522711106333343,0.14599529966661365,0.06750528199995637,0.06772672733328963
openml__fabert__168910,rtdl_ResNet,254517.33333333334,1.3370626300829267,3.022907906690771,3.17286762564922,0.962600141609685,0.8925593955627552,0.8901490940442809,0.9066626195173774,0.6990291262135923,0.674757281553398,0.9052252872685612,0.6953092925111912,0.6700703359411166,24.533665937666644,0.14458141833328378,0.0599666449999555,0.0609730050000128
openml__fertility__9984,CatBoost,6241.666666666667,0.1632517862494602,0.2786555089600295,0.36573452612161667,0.9947619047619048,0.6666666666666666,0.6296296296296297,0.9416666666666668,0.9333333333333332,0.9,0.9416666666666668,0.9333333333333332,0.9,0.1590899656666664,0.0006635096666661667,0.0005551039999999667,0.0005253579999996
openml__fertility__9984,DANet,18975.0,0.43780068354681134,0.3528285126512249,0.35612594727426766,0.6371428571428571,0.5555555555555556,0.5185185185185185,0.875,0.9,0.9,0.875,0.9,0.9,5.015547417,0.030889894000000667,0.028978519666666768,0.0283926666666663
openml__fertility__9984,DecisionTree,32098.0,0.1760021472858647,1.350788560471389,3.670196626373222,0.9197619047619048,0.6666666666666666,0.6481481481481481,0.9125,0.9333333333333332,0.7666666666666666,0.9125,0.9333333333333332,0.7666666666666666,0.0003960010000000334,0.0001295796666666,9.357666666653941e-05,8.489966666639741e-05
openml__fertility__9984,KNN,54900.666666666664,0.2857176048310943,1.4174485288382739,2.4973783145552026,0.8142857142857144,0.48148148148148145,0.46296296296296297,0.8791666666666668,0.9333333333333332,0.8666666666666667,0.8791666666666668,0.9333333333333332,0.8666666666666667,0.0003532736666666,0.0034948756666665667,0.0030112393333333333,0.0028195976666666
openml__fertility__9984,LightGBM,69453.66666666667,1.1962905734356568,0.11240029350351226,2.489857428997742,0.8450000000000001,0.7407407407407408,0.6481481481481483,0.8624999999999999,0.9666666666666667,0.7999999999999999,0.8624999999999999,0.9666666666666667,0.7999999999999999,0.006826070666666466,0.0002610333333337333,0.0014837073333332333,0.00011784366666659999
openml__fertility__9984,LinearModel,84462.0,0.3136395834678214,0.40982427912902675,0.40177985249792575,0.8033333333333333,0.5185185185185185,0.40740740740740744,0.875,0.9,0.9,0.875,0.9,0.9,0.011716493666666668,0.00044215499999993333,0.00022811499999990002,0.00018293433333333334
openml__fertility__9984,MLP,99363.0,0.3513422877682994,0.3247920045008262,0.32283979852994277,0.7476190476190476,0.5555555555555556,0.48148148148148157,0.875,0.9,0.9,0.875,0.9,0.9,4.820093664999999,0.03828688899999946,0.03884502766666677,0.03816675033333233
openml__fertility__9984,NODE,116709.66666666667,0.3878997787212332,0.4136180092891057,0.40616223166386284,0.8866666666666667,0.3703703703703704,0.3703703703703704,0.875,0.9,0.9,0.875,0.9,0.9,10.126364953000019,0.03500847133336466,0.0327032106666553,0.0329689906667762
openml__fertility__9984,RandomForest,126978.33333333333,0.12382762857688634,0.3459573263060076,1.40718538088967,0.9957142857142857,0.5185185185185185,0.5370370370370371,0.9708333333333333,0.9333333333333332,0.9,0.9708333333333333,0.9333333333333332,0.9,0.07207977866666654,0.0116956073333334,0.0106721356666663,0.010895442000000366
openml__fertility__9984,SAINT,137929.0,0.34464415506614987,0.28896282678470014,0.38298143418505787,0.79,0.5555555555555556,0.5185185185185185,0.875,0.9,0.9,0.875,0.9,0.9,15.229354091333333,0.06218905200000077,0.05739077766666859,0.05741630599999794
openml__fertility__9984,STG,146270.66666666666,0.3056175282050389,0.2633445163606665,0.41552439522929485,0.8180952380952381,0.5925925925925926,0.40740740740740744,0.8875000000000001,0.9333333333333332,0.8666666666666667,0.8875000000000001,0.9333333333333332,0.8666666666666667,2.446169946666663,0.0016887403333320668,0.0009325666666619666,0.0008897166666645334
openml__fertility__9984,SVM,158331.0,0.39590839761052715,0.3256434220864413,0.3261694331171085,0.038571428571428534,0.6666666666666666,0.5925925925925927,0.875,0.9,0.9,0.875,0.9,0.9,0.0018422383333333,0.00039525999999986673,0.00014254266666666667,0.0001274006666666
openml__fertility__9984,TabNet,170172.66666666666,4.803704760230754,0.0017083832340744666,4.304158248770418,0.5188095238095238,1.0,0.40740740740740744,0.7833333333333333,1.0,0.7666666666666666,0.7833333333333333,1.0,0.7666666666666667,3.9139623673333404,0.020809199999999767,0.01842860600000223,0.018330135999986334
openml__fertility__9984,TabPFNModel,179931.0,0.1442461341929932,0.37130286116152994,0.3329864926325778,0.9995238095238097,0.3703703703703704,0.48148148148148145,0.9458333333333333,0.9,0.9,0.9458333333333333,0.9,0.9,0.00046910100000013334,0.41394693233333335,0.0951151539999995,0.09509311099999997
openml__fertility__9984,VIME,198283.33333333334,0.6609879776835441,0.6588273207346598,0.6588962733745575,0.4904761904761905,0.48148148148148157,0.48148148148148145,0.875,0.9,0.9,0.875,0.9,0.9,1.6828341803333349,0.04332649766666143,0.04417782833333084,0.043575772333329064
openml__fertility__9984,XGBoost,212271.33333333334,0.2590058519815405,0.3371206444998582,0.43852220599850017,0.9571428571428573,0.5555555555555555,0.5555555555555556,0.9291666666666667,0.9333333333333332,0.7999999999999999,0.9291666666666667,0.9333333333333332,0.7999999999999999,0.2056900616666664,0.0008402593333330001,0.00039024466666676664,0.0003618716666663
openml__fertility__9984,rtdl_FTTransformer,226305.0,0.3454972254733244,0.2663672347863515,0.3845237165689468,0.6814285714285715,0.8518518518518517,0.07407407407407407,0.8833333333333333,0.9333333333333332,0.8666666666666667,0.8833333333333333,0.9333333333333332,0.8666666666666667,2.5818036063333336,0.04858675366666646,0.047252031666667166,0.04746642266666664
openml__fertility__9984,rtdl_MLP,239751.0,0.3237613501429829,0.3188537030170361,0.39883185746148225,0.7028571428571428,0.7037037037037037,0.48148148148148145,0.875,0.9,0.9,0.875,0.9,0.9,2.6370413456666673,0.0424997453333334,0.0443499253333327,0.042713254333333894
openml__fertility__9984,rtdl_ResNet,254598.33333333334,0.312326531833969,0.45603657116492585,0.5606719193359216,0.959047619047619,0.5925925925925926,0.48148148148148145,0.9249999999999999,0.9,0.8333333333333334,0.9249999999999999,0.9,0.8333333333333334,2.0067887119999863,0.0449829626666531,0.04443103866666337,0.04501243833331727
openml__first-order-theorem-proving__9985,CatBoost,6352.666666666667,0.8882437845596817,1.134196050999849,1.140618926026719,0.9057628694419134,0.8005551340110006,0.7982730540181727,0.7053534940743768,0.5920479302832243,0.5844226579520697,0.6930549864017301,0.5691290732873662,0.5589844861387134,5.0296732679999865,0.03620562100002897,0.008087541666678,0.007725600333327966
openml__first-order-theorem-proving__9985,DANet,19053.666666666668,0.9601056817462709,1.2137854839318996,1.2534878424399516,0.8603959216966519,0.7751087911525779,0.7690155629313981,0.6418062934205149,0.5898692810457516,0.5659041394335512,0.6245002056044072,0.5698259129051001,0.5441815850916673,393.98008066799974,0.3140777793331229,0.038608527332901994,0.03812532433297137
openml__first-order-theorem-proving__9985,DecisionTree,32208.333333333332,0.8844282013436545,4.026401423199075,4.231021816331311,0.8713895299447968,0.7325421041313186,0.7240696846363409,0.663261136085002,0.5381263616557734,0.5375816993464052,0.6551655999514102,0.5240277066690701,0.5236104568191083,0.3644162043333316,0.004771171333331333,0.0005194226666655,0.00042354166666903334
openml__first-order-theorem-proving__9985,KNN,55001.666666666664,0.7840583895572752,4.9688074039496195,5.017805084951214,0.901441666917147,0.7623260572068306,0.7618723967484488,0.651614221495709,0.5577342047930283,0.5522875816993463,0.6439383081802302,0.547237929986297,0.5401943046050692,0.047782280666638095,3.7989733553332976,0.4391314800000525,0.5250438376667338
openml__first-order-theorem-proving__9985,LightGBM,69554.66666666667,0.38273257988411574,1.075900778662543,1.0829980552511609,0.9946640586507695,0.8217067074706157,0.8183598856335147,0.9316850565318076,0.6318082788671023,0.6225490196078431,0.9311420428187244,0.6195209452817297,0.6079482714953052,30.06324935300003,0.39117521000002614,0.0490514699999996,0.05202690500000523
openml__first-order-theorem-proving__9985,LinearModel,84552.0,1.3630737041702086,1.4532043974883144,1.4473072418086932,0.7180445182056671,0.685719012163291,0.6881194107882695,0.4897152976433728,0.4711328976034858,0.4738562091503267,0.44473771881302165,0.4264874690178022,0.42789236676526815,0.0304245209999997,0.0214175743333333,0.0014508083333332666,0.0011678383333331998
openml__first-order-theorem-proving__9985,MLP,99468.33333333333,7.711960850260058,8.162340003507353,8.074267944273062,0.6569808272200879,0.6419109004915377,0.6399761993481059,0.5828225037460837,0.5495642701525054,0.5326797385620915,0.5379746291487519,0.504072621406468,0.4865817932344227,22.741162331666448,0.07833967066684024,0.05504592566679393,0.05484944266648497
openml__first-order-theorem-proving__9985,RandomForest,127088.0,0.7012408137868981,1.1100561731012883,1.117964511511196,0.9699593295190603,0.8143485144628227,0.8099102184836652,0.8149434681923444,0.6100217864923747,0.5893246187363834,0.8090217771591223,0.5861629888666732,0.5603855471254522,1.932031890000007,0.2288647160000039,0.10357430833333103,0.11214297133334598
openml__first-order-theorem-proving__9985,SAINT,137983.33333333334,0.9698861217244245,1.1888254977107262,1.1852149953527036,0.8542302103315368,0.782774862529111,0.781684815896953,0.6377877673341507,0.5806100217864923,0.5778867102396514,0.6188128405093306,0.557079710297614,0.5545663461001232,336.76588735399974,0.3710969043343842,0.09539037166602304,0.0959183116671435
openml__first-order-theorem-proving__9985,STG,146364.66666666666,0.8753785591170612,1.2350990972494982,1.240683862906315,0.8848254257885156,0.7735693211375319,0.7743807010112738,0.6773600326930936,0.5697167755991286,0.568082788671024,0.6706450082653289,0.5597811815750036,0.5584078325868,71.09022443199986,0.020887517666778835,0.0029687020008471003,0.0029553133335866667
openml__first-order-theorem-proving__9985,SVM,158427.66666666666,1.028891367164035,1.2308500857829217,1.2418171845999224,0.8655806236336394,0.7604209830290508,0.7600318892903163,0.6742950551695954,0.5827886710239651,0.5675381263616558,0.6586074960021459,0.555335886209019,0.5379642198684956,37.406702653665285,6.230669115999301,0.7751411379982756,0.7864525373331238
openml__first-order-theorem-proving__9985,TabNet,170273.66666666666,1.0884198191981502,1.2303264414065131,1.274921246366503,0.8175696115254708,0.7658918854228927,0.7548904317243909,0.5920174363165781,0.5642701525054467,0.5446623093681917,0.5685837960944758,0.5391641562895175,0.5175734414266507,81.17354935266576,0.3791541663337436,0.048572272667115564,0.048824700666045766
openml__first-order-theorem-proving__9985,VIME,198401.0,4.936647741159704,5.477097868981519,5.323928320917052,0.7027156274762459,0.668288970177055,0.6724203841401507,0.6154474867184306,0.5582788671023965,0.5408496732026143,0.5851992070330346,0.5225618275346194,0.5082363955426992,48.45354254333309,0.07315820266649094,0.04432531466712433,0.044536275666662996
openml__first-order-theorem-proving__9985,XGBoost,212370.0,0.2623412621984922,1.1056655582575956,1.110020220968928,0.9974728307124322,0.8198488709985444,0.8202841289568173,0.9550469963220269,0.6394335511982571,0.6285403050108932,0.9548658271174215,0.6297880674185654,0.6151036328558502,3.2032096549999856,0.09903377966668353,0.013720519000003132,0.014840785666668398
openml__first-order-theorem-proving__9985,rtdl_FTTransformer,226412.33333333334,3.2995680214853693,3.60261979421643,3.583412508346995,0.6925662154068287,0.664319274998736,0.6673535653343762,0.6002588203242065,0.5588235294117647,0.5517429193899782,0.5657598694823283,0.5209931558794292,0.5158447167766538,102.66538435533342,0.36421967799985094,0.0859275886665879,0.08422694599964109
openml__first-order-theorem-proving__9985,rtdl_MLP,239855.0,7.5461079976874155,7.853656559209014,7.8656536460085285,0.6634633574602598,0.6477353054574421,0.6475413175806753,0.5873859147255143,0.5582788671023965,0.5462962962962963,0.5373887371018824,0.504340783938504,0.497361734071676,18.200395776000004,0.0789886316666847,0.04858212433324144,0.050410068333273196
openml__first-order-theorem-proving__9985,rtdl_ResNet,254693.0,3.8424853195652418,4.083864645050958,4.15389649903772,0.7281281822450637,0.7082012628863134,0.7012744744519565,0.6141533850973983,0.5789760348583878,0.5533769063180828,0.5870928137063752,0.5497942942728606,0.523707826852791,27.01610478233336,0.09938800533336685,0.0566986173334953,0.05601637166667687
openml__fl2000__3566,CatBoost,6420.0,0.11074678366717537,0.31480476591512574,2.04392989327639,1.0,1.0,0.8583333333333334,1.0,0.9047619047619048,0.8095238095238094,1.0,0.8857142857142857,0.7523809523809524,0.5834945050000003,0.0008329476666668334,0.0005959699999996334,0.0005494383333335
openml__fl2000__3566,DANet,19104.333333333332,0.906597072153159,0.671708656164507,0.8960588713886128,0.7422076555599283,0.8180555555555555,0.8333333333333334,0.6855345911949685,0.9047619047619048,0.8095238095238094,0.6042756804016686,0.8624338624338623,0.7523809523809524,6.829510768000001,0.0331567613333234,0.031282233666686865,0.03027151733333783
openml__fl2000__3566,DecisionTree,32276.0,0.06907884115367781,3.299263400203921,8.236659688595301,0.9963364109848486,0.8902777777777778,0.7513888888888888,0.981132075471698,0.9047619047619048,0.7619047619047619,0.9808020072171016,0.906878306878307,0.7259259259259259,0.0007213009999999666,0.00019156766666653333,0.00011443666666688167,9.763399999996191e-05
openml__fl2000__3566,KNN,55074.0,0.712682010010666,0.6677676131176281,2.242580310370261,0.8666866855787311,0.8777777777777778,0.8090277777777778,0.6855345911949685,0.8095238095238094,0.7142857142857143,0.6431215042535797,0.7762385762385762,0.6704184704184705,0.0004532476666666333,0.004925814,0.0035740490000000006,0.0032664593333332002
openml__fl2000__3566,LightGBM,69649.33333333333,0.0288213452808824,0.1249923151741743,2.301596231902103,1.0,1.0,0.8111111111111112,1.0,1.0,0.7619047619047619,1.0,1.0,0.7428571428571429,0.022181368666666434,0.0016645086666662668,0.0001427906666666,0.0001225873333335
openml__fl2000__3566,LinearModel,84642.0,0.5212925334251718,2.8940604464956237,3.3609862079239643,0.8804222470238096,0.7111111111111111,0.8222222222222223,0.7798742138364781,0.6666666666666666,0.7619047619047619,0.740972978722822,0.6348175633889919,0.7407407407407408,0.012196914666666668,0.0006638716666666333,0.00025351199999996667,0.00018163066666653332
openml__fl2000__3566,MLP,99543.33333333333,11.764402139381687,9.723201240634635,13.52657759086781,0.4947006720000328,0.5909722222222222,0.46875,0.5723270440251572,0.7142857142857143,0.5714285714285714,0.4468615119003576,0.6195286195286195,0.46507936507936504,2.1256526883333375,0.0434359259999972,0.04478530633333353,0.04547989766666777
openml__fl2000__3566,NODE,116799.33333333333,1.2654108847462158,1.1680779457092285,1.1948750132606143,0.7441309657041191,0.9444444444444443,0.9166666666666666,0.7610062893081762,0.9047619047619048,0.8095238095238094,0.6864962213612799,0.8624338624338623,0.7523809523809524,13.932385170333324,0.07274393900009096,0.06893751466675364,0.06593790066667417
openml__fl2000__3566,RandomForest,127159.33333333333,0.17717447739542572,0.29236748876094865,2.060253955491778,1.0,0.9722222222222222,0.8472222222222223,1.0,0.9523809523809524,0.7619047619047619,1.0,0.9312169312169312,0.726984126984127,0.07755040033333353,0.012983433333332933,0.011273062666667,0.011156571666666566
openml__fl2000__3566,STG,146442.0,1.0399102771057271,0.937456849075499,1.0920439958572385,0.5054095643939394,0.5,0.38958333333333334,0.610062893081761,0.6190476190476191,0.6190476190476191,0.4623510483614244,0.47546897546897543,0.47546897546897543,2.20611853,0.0014720290000002332,0.0008217246666663668,0.0007761383333336
openml__fl2000__3566,SVM,158490.0,0.8622724263702576,0.7233362145156713,2.270709902040849,0.7514947909834273,0.7791666666666667,0.7861111111111111,0.6666666666666666,0.7619047619047619,0.7619047619047619,0.5725759704437415,0.7195767195767195,0.7037037037037037,0.0026377049999999663,0.0005319366666664667,0.00017160333333323332,0.00014524866666663333
openml__fl2000__3566,TabNet,170354.0,1.5677009048007846,0.0659995712080949,2.5813024477087136,0.7480983997851895,1.0,0.6777777777777777,0.7044025157232704,1.0,0.6666666666666666,0.6698525647172079,1.0,0.6126984126984126,3.2632301816666476,0.015150508333315766,0.013984114000005333,0.013914102666637
openml__fl2000__3566,TabPFNModel,180021.0,0.04242420861052353,0.3021827341899985,1.8683831248476743,1.0,0.9722222222222222,0.9097222222222222,0.9874213836477986,0.9047619047619048,0.9047619047619048,0.981227389901003,0.8624338624338623,0.8624338624338623,0.0005032113333334667,0.35196724833333354,0.11293198033333357,0.10419132899999946
openml__fl2000__3566,VIME,198465.33333333334,8.365536315219366,10.319160868267536,8.730272869624406,0.5212370978794985,0.3625,0.4618055555555556,0.610062893081761,0.6190476190476191,0.6190476190476191,0.4623510483614244,0.47546897546897543,0.47546897546897543,1.4497704743333297,0.04665114799998563,0.04595589966667524,0.04692139099999313
openml__fl2000__3566,XGBoost,212448.0,0.06099279448477867,0.40092168748378754,0.7619786867428394,1.0,0.9861111111111112,0.9166666666666666,1.0,0.9047619047619048,0.7619047619047619,1.0,0.8857142857142857,0.726984126984127,0.3229574216666663,0.0013036616666669335,0.0013406489999999666,0.00040066999999999994
openml__fl2000__3566,rtdl_FTTransformer,226485.0,2.370427893323139,2.1891262452838767,2.3645354210221696,0.5570281156396213,0.5638888888888889,0.6083333333333333,0.610062893081761,0.6190476190476191,0.6190476190476191,0.4623510483614244,0.47546897546897543,0.47546897546897543,3.367026677333333,0.04890331999999964,0.047875079000000036,0.047523121999999966
openml__fl2000__3566,rtdl_MLP,239934.0,13.467950545017075,13.157629103887649,13.157629103887649,0.49194286616161614,0.5,0.5,0.610062893081761,0.6190476190476191,0.6190476190476191,0.4623510483614244,0.47546897546897543,0.47546897546897543,1.6505649606666701,0.05025410533334446,0.04962460300000097,0.048709338333340534
openml__fl2000__3566,rtdl_ResNet,254779.0,1.3551181909223395,0.8468767135583395,1.717892552215961,0.6082888971560847,0.7888888888888889,0.6041666666666666,0.6855345911949685,0.9047619047619048,0.7619047619047619,0.6066905397422218,0.8624338624338623,0.6989898989898989,5.647104078666682,0.045724120666667,0.044157897333282826,0.04426076033333473
openml__fri_c0_100_5__3620,CatBoost,6511.666666666667,0.02824162298357423,0.18159840170431826,0.37038066839545564,1.0,0.9444444444444445,0.9444444444444443,1.0,0.9333333333333332,0.9,1.0,0.9333333333333335,0.9,0.5132015760000023,0.0007747656666700333,0.0006084883333316668,0.0006125270000029667
openml__fri_c0_100_5__3620,DANet,19195.666666666668,0.23662700079492205,0.19805472469355057,0.3939295593615649,0.9799498746867169,1.0,0.9027777777777778,0.9166666666666666,1.0,0.7999999999999999,0.9166666666666666,1.0,0.8000000000000002,12.343082169666596,0.0434628309999863,0.04101929399997433,0.04006283533328763
openml__fri_c0_100_5__3620,DecisionTree,32365.666666666668,0.0219189148988595,3.553676997508242,5.765993750465547,0.9985380116959064,0.8611111111111112,0.8333333333333335,0.9916666666666667,0.8666666666666667,0.8333333333333334,0.9916666666666667,0.8666666666666668,0.8333333333333334,0.0005038363333332,0.0001473979999997,9.801633333327041e-05,8.961100000008197e-05
openml__fri_c0_100_5__3620,KNN,55172.0,0.38809690113409445,0.45150560136449797,0.4308450711153516,0.9417293233082709,0.9166666666666666,0.875,0.8416666666666667,0.8666666666666667,0.7666666666666666,0.8416666666666667,0.8666666666666667,0.7666666666666666,0.0004076969999996334,0.004051381999999767,0.0029443593333331,0.0027739716666667
openml__fri_c0_100_5__3620,LightGBM,69724.66666666667,1.259023148511458,0.18362657713036437,1.6057277841801902,0.8965121136173768,0.9861111111111112,0.8611111111111112,0.85,0.9,0.8666666666666667,0.85,0.9,0.8666666666666668,0.007525460333333434,0.00025387500000026664,0.00013559333333343335,0.00012204733333353333
openml__fri_c0_100_5__3620,LinearModel,84732.0,0.33740759540206344,0.4089611309556372,0.37401359559104624,0.9352548036758562,0.875,0.9305555555555557,0.8541666666666666,0.8666666666666667,0.7999999999999999,0.8541666666666666,0.8666666666666667,0.8000000000000002,0.012200724999999968,0.0004501543333333333,0.00021079366666663336,0.00015353066666663333
openml__fri_c0_100_5__3620,MLP,99637.33333333333,0.227218580388582,0.24518132260181458,0.8001252543190485,0.9738930659983293,0.9444444444444445,0.9166666666666666,0.9541666666666666,0.9666666666666667,0.8333333333333334,0.9541666666666666,0.9666666666666667,0.8333333333333334,4.758860615666701,0.04149765000003447,0.040209233333257495,0.04086556300004903
openml__fri_c0_100_5__3620,NODE,116894.0,0.3634134163459142,0.39528648654619847,0.48068399926026656,0.9974937343358397,0.9444444444444445,0.9027777777777778,0.9791666666666666,0.9333333333333332,0.8333333333333334,0.9791666666666666,0.9333333333333332,0.8333333333333334,7.305538042666629,0.019768992666651965,0.016503879666732432,0.016545078333249266
openml__fri_c0_100_5__3620,RandomForest,127252.0,0.18869446757583827,0.4008320620535948,0.39352114403086474,0.9981203007518799,0.9166666666666666,0.9305555555555557,0.9833333333333334,0.9333333333333332,0.8333333333333334,0.9833333333333334,0.9333333333333335,0.8333333333333334,0.0939319190000002,0.015821155333332698,0.012974536666666434,0.014229507333333035
openml__fri_c0_100_5__3620,SAINT,138010.33333333334,0.028234466218176064,0.09768869300993777,0.6010483410558664,1.0,0.9722222222222223,0.9444444444444446,0.9958333333333332,0.9666666666666667,0.8666666666666667,0.9958333333333332,0.9666666666666667,0.8666666666666668,24.731501725333402,0.0710548796667064,0.06637686500007094,0.0649026466665674
openml__fri_c0_100_5__3620,STG,146535.66666666666,0.12097680272887974,0.20317034479230642,0.3395340069313533,0.9887218045112783,0.9722222222222223,0.9166666666666666,0.9625,0.9666666666666667,0.7999999999999999,0.9625,0.9666666666666667,0.8000000000000002,2.4490286976666957,0.0013580186666975332,0.0008062490000118333,0.0008023176666445333
openml__fri_c0_100_5__3620,SVM,158580.66666666666,0.16753228089858055,0.2884160662035195,0.2824082851149501,0.9970760233918128,0.9444444444444445,0.9583333333333334,0.975,0.9333333333333332,0.8666666666666667,0.975,0.9333333333333335,0.8666666666666667,0.002385951333333367,0.00040090499999980003,0.00014280299999996668,0.0001284026666666
openml__fri_c0_100_5__3620,TabNet,170436.33333333334,2.6379774234450264,0.0014038046615638218,2.033125485549833,0.8387635756056809,1.0,0.888888888888889,0.7625000000000001,1.0,0.7333333333333334,0.7625000000000001,1.0,0.7333333333333334,2.2372432553333206,0.018762589333353633,0.016895443666707366,0.016702079333318368
openml__fri_c0_100_5__3620,TabPFNModel,180111.0,0.06492289516657664,0.2597132866581281,0.26657735071300215,1.0,0.9722222222222223,0.9444444444444446,1.0,0.9333333333333332,0.8666666666666667,1.0,0.9333333333333332,0.8666666666666668,0.00044695633333353334,0.3102882926666671,0.0722008073333337,0.05994929233333337
openml__fri_c0_100_5__3620,VIME,198556.0,0.6921024637917678,0.6862849732240042,0.6875558435916901,0.5509607351712614,0.6111111111111112,0.38888888888888884,0.5291666666666667,0.6666666666666666,0.5333333333333333,0.5291666666666667,0.6666666666666666,0.5333333333333333,1.2617998576666782,0.03798849466666823,0.03822107033334033,0.03709222766666657
openml__fri_c0_100_5__3620,XGBoost,212538.0,0.13425551933857297,0.32990423155327636,0.4066340637082855,1.0,0.9166666666666666,0.8472222222222222,1.0,0.9,0.8666666666666667,1.0,0.9,0.8666666666666667,0.21136002766666684,0.0021682549999999003,0.0017395543333329668,0.00035429133333286664
openml__fri_c0_100_5__3620,rtdl_FTTransformer,226575.0,0.0571925995430016,0.01848579713065793,0.7210821787167029,1.0,1.0,0.9305555555555555,0.9874999999999999,1.0,0.7999999999999999,0.9874999999999999,1.0,0.7999999999999999,5.031105480333335,0.04920882666666646,0.04893334000000077,0.04666765633333247
openml__fri_c0_100_5__3620,rtdl_MLP,240021.33333333334,0.03384476820458777,0.13321326561007393,0.30043081865703597,0.9987468671679198,0.9722222222222223,0.9722222222222223,0.9833333333333334,0.9666666666666667,0.9,0.9833333333333334,0.9666666666666667,0.9,4.47532312166667,0.04465086533332333,0.04354398233332716,0.043329732999994236
openml__fri_c0_100_5__3620,rtdl_ResNet,254866.0,0.081838469503297,0.14133681279005633,0.26209523066645485,0.9985380116959064,0.9722222222222223,0.9722222222222223,0.9874999999999999,0.9666666666666667,0.8666666666666667,0.9874999999999999,0.9666666666666667,0.8666666666666667,5.31109549966667,0.0468466966666779,0.04864804999999877,0.0475607706666506
openml__fri_c3_100_5__3779,CatBoost,6606.666666666667,0.12629010149150166,0.24132001984718035,0.6361812783827456,0.9936868686868686,0.9722222222222222,0.75,0.9833333333333334,0.9333333333333332,0.7000000000000001,0.9833333333333334,0.9333333333333335,0.7000000000000001,0.43584941299999796,0.0006231746666666001,0.0005502816666690999,0.0005080510000017666
openml__fri_c3_100_5__3779,DANet,19294.0,0.5465807894671646,0.6557448621839285,0.880047927548488,0.8310185185185185,0.8194444444444445,0.5972222222222222,0.7416666666666667,0.9,0.6,0.7416666666666667,0.9,0.6,5.823501916666679,0.0295924220000453,0.027410975333367504,0.027700517999936797
openml__fri_c3_100_5__3779,DecisionTree,32454.666666666668,0.12061037789495825,2.4961532399690456,8.287134702450283,0.9767466329966331,0.826388888888889,0.6875,0.9541666666666666,0.8666666666666667,0.7000000000000001,0.9541666666666666,0.8666666666666667,0.7000000000000001,0.0007395610000000334,0.00022174400000013334,0.00016783766666646663,0.0001514413333332
openml__fri_c3_100_5__3779,KNN,55262.0,0.38665362299239264,0.4579804080895267,0.5535015379366351,0.9029882154882155,0.8194444444444445,0.75,0.8458333333333333,0.8666666666666667,0.6666666666666666,0.8458333333333333,0.8666666666666667,0.6666666666666666,0.0003651103333331,0.0033618846666666337,0.003119753333333,0.0031533403333334335
openml__fri_c3_100_5__3779,LightGBM,69827.33333333333,4.250924871857872,3.4367572532353634,5.0594981290884915,0.8215488215488215,0.9305555555555557,0.611111111111111,0.7916666666666666,0.8666666666666667,0.6666666666666666,0.7916666666666666,0.8666666666666667,0.6666666666666666,0.013217913333333067,0.00025488766666663333,0.00014560033333276665,0.0001216206666665
openml__fri_c3_100_5__3779,LinearModel,84822.0,0.5450299933991388,0.6858551451439276,0.755907687274148,0.7927188552188551,0.625,0.5555555555555555,0.7291666666666666,0.6333333333333333,0.6,0.7291666666666666,0.6333333333333333,0.6,0.012054810333333268,0.0004921213333332,0.0002243586666666,0.00017649966666666666
openml__fri_c3_100_5__3779,MLP,99724.66666666667,0.37433972436876806,0.3777309153786272,0.7045497538817176,0.9044612794612795,0.7916666666666666,0.7361111111111112,0.85,0.8666666666666667,0.6666666666666666,0.85,0.8666666666666667,0.6666666666666666,4.931895572666691,0.046736352000023566,0.04647690233334597,0.04595008066662837
openml__fri_c3_100_5__3779,NODE,116981.0,0.3877197381108999,0.4402804642915725,0.4911693185567856,0.9934764309764309,0.9722222222222223,0.902777777777778,0.9666666666666667,0.9333333333333332,0.8666666666666667,0.9666666666666667,0.9333333333333332,0.8666666666666667,22.02606676499998,0.07191784599998026,0.0577723223333575,0.052497098999960835
openml__fri_c3_100_5__3779,RandomForest,127342.0,0.17892662713233198,0.3500197131058714,0.4413257302695965,0.997895622895623,0.9166666666666669,0.8819444444444445,0.9791666666666666,0.9,0.7333333333333334,0.9791666666666666,0.9,0.7333333333333334,0.05920429633333333,0.009974198666665433,0.0089721576666675,0.008406069666666233
openml__fri_c3_100_5__3779,SAINT,138045.0,0.12275219168137846,0.22454981032945695,0.3426147099171734,0.9966329966329965,0.9583333333333334,0.9444444444444445,0.9666666666666667,0.9333333333333332,0.8333333333333334,0.9666666666666667,0.9333333333333335,0.8333333333333334,25.99694643233332,0.07400647766677076,0.06784898766674506,0.0705649549999236
openml__fri_c3_100_5__3779,STG,146623.0,0.281339093693532,0.34929521474987263,0.3919034721329808,0.9755892255892257,0.9722222222222223,0.9305555555555557,0.8916666666666666,0.9333333333333332,0.9333333333333332,0.8916666666666666,0.9333333333333332,0.9333333333333332,2.238112441999997,0.0012889756666633334,0.0007850529999965334,0.0007425296666761999
openml__fri_c3_100_5__3779,SVM,158672.66666666666,0.23139685627521347,0.36269608837233386,0.4031084548070443,0.985479797979798,0.9305555555555557,0.9027777777777778,0.9625,0.8666666666666667,0.7999999999999999,0.9625,0.8666666666666667,0.8000000000000002,0.002273466666666467,0.0003719319999999666,0.0001365193333332,0.00012305966666663334
openml__fri_c3_100_5__3779,TabNet,170538.33333333334,5.5383707441866,0.468950730941871,4.519929374053535,0.7385311447811448,1.0,0.7916666666666666,0.7333333333333334,0.9666666666666667,0.6666666666666666,0.7333333333333334,0.9666666666666667,0.6666666666666666,3.175586153999982,0.020629225333332567,0.018743654333320533,0.018436001999977667
openml__fri_c3_100_5__3779,TabPFNModel,180201.0,0.02691459348158477,0.2637302639331513,0.27886743460160984,1.0,0.9305555555555557,0.9583333333333334,1.0,0.8666666666666667,0.8333333333333334,1.0,0.8666666666666667,0.8333333333333334,0.0005161603333337333,0.2936328183333329,0.07099967566666737,0.07051818900000006
openml__fri_c3_100_5__3779,VIME,198643.66666666666,0.6912204975883166,0.6898687342802683,0.6893140693505605,0.5837542087542087,0.38888888888888884,0.5555555555555556,0.55,0.6,0.6,0.55,0.6,0.6,1.5243177779999968,0.04072469166666017,0.040325925666663764,0.04080414733332737
openml__fri_c3_100_5__3779,XGBoost,212628.66666666666,0.11631568382338926,0.47768346549322205,0.6299393721545736,1.0,0.8194444444444445,0.8333333333333334,1.0,0.8666666666666667,0.7000000000000001,1.0,0.8666666666666667,0.7000000000000001,0.020733683999999298,0.0007151946666669333,0.00039265166666696663,0.0003606483333336333
openml__fri_c3_100_5__3779,rtdl_FTTransformer,226665.0,0.1287880824471358,0.14161487245000892,0.38743552284625665,0.9924242424242425,1.0,0.8888888888888888,0.9500000000000001,0.9666666666666667,0.8666666666666667,0.9500000000000001,0.9666666666666667,0.8666666666666667,3.925679731333334,0.04543734199999957,0.0457460673333329,0.04625773900000137
openml__fri_c3_100_5__3779,rtdl_MLP,240122.66666666666,0.14379784945472995,0.34442722622188743,0.5008156700797068,0.9884259259259259,0.888888888888889,0.9027777777777778,0.9625,0.9333333333333332,0.7999999999999999,0.9625,0.9333333333333332,0.8000000000000002,3.875851558333332,0.04703555999999287,0.047203162333330995,0.04648876400000166
openml__fri_c3_100_5__3779,rtdl_ResNet,254961.66666666666,0.34668145191220295,0.4586730277476212,0.6992290080195138,0.9198232323232323,0.9027777777777778,0.7361111111111112,0.8583333333333334,0.9,0.7333333333333334,0.8583333333333334,0.9,0.7333333333333334,2.3055624006666258,0.04698837333330624,0.0474789150000181,0.046943010666647404
openml__gas-drift-different-concentrations__9987,CatBoost,6707.0,0.026350818667654197,0.0414915916520885,0.040722286084051096,0.9999861445281976,0.9995207193465124,0.999101616503164,0.998112868439971,0.9947280134196023,0.9952072849269111,0.9981125662215037,0.9947198391849249,0.9952057633459851,2.368070649333428,0.08122857933343157,0.0230147806666991,0.021371839000039434
openml__gas-drift-different-concentrations__9987,DANet,19350.666666666668,0.016245410646737835,0.028489150692898868,0.05009352594484807,0.9999023234226478,0.9997708264197045,0.9988708715377941,0.9963755092259765,0.99568655643422,0.9949676491732568,0.9963741981703516,0.9956761031648177,0.9949616257710642,671.0521860999999,0.5046419853336678,0.07355007733349336,0.07455951066640408
openml__gas-drift-different-concentrations__9987,DecisionTree,32562.666666666668,0.0415084211529302,0.7005626014436251,0.7512239198460428,0.9991268397453501,0.9847515987510663,0.9833563984301167,0.9894859813084111,0.9681284447639588,0.967169901749341,0.9895226574362815,0.9682087524716948,0.9671830026656881,4.365027069333304,0.0308084353333555,0.015787814666651866,0.006169197333335267
openml__gas-drift-different-concentrations__9987,KNN,55364.0,0.025048107701224634,0.24306382843557983,0.21005381909340048,0.9999042787325635,0.9956999395770026,0.9963494043349966,0.9876887131560027,0.9798705966930266,0.9815480469686076,0.9876916246679363,0.9798627986215586,0.9815412494630736,0.3166993610000948,39.099860418666744,4.534134969666866,5.00034408466657
openml__gas-drift-different-concentrations__9987,LightGBM,69918.0,0.0014566753820315333,0.031706718147410905,0.025251703508330767,1.0,0.999166959444915,0.9989899531822507,1.0,0.9949676491732568,0.9947280134196023,1.0,0.9949602505133726,0.9947228185068134,31.203506973333333,0.9087081460001324,0.10749092400010336,0.12702844800007063
openml__gas-drift-different-concentrations__9987,LinearModel,84912.0,0.2747269728662846,0.28471097845759025,0.2593621590114364,0.9922550510119068,0.9922497429255318,0.993218504395911,0.9498861730170143,0.9523124850227654,0.9530313922837288,0.9496879800384316,0.9521967009652658,0.9528660766426196,0.06781683933333314,0.03995840833333313,0.007218305666667001,0.015187580666666764
openml__gas-drift-different-concentrations__9987,MLP,99829.66666666667,1.9622720470744326,1.9782012462323142,1.9653836094916215,0.9476882261382626,0.9473271896703649,0.9467465122148058,0.938803019410496,0.9384136113108076,0.9369757967888809,0.9225799895181449,0.9221844559241742,0.9210044622121137,38.64867713799995,0.1214033103332781,0.056934971333381136,0.0561458883334656
openml__gas-drift-different-concentrations__9987,RandomForest,127446.66666666667,0.04695232316693317,0.07993372592007167,0.09107251215997149,0.9999955671303306,0.9996671670350666,0.999148424758463,0.9984723220704529,0.9923316558830577,0.9935298346513299,0.9984718426428536,0.9923301260501199,0.9935245894688101,8.234480873333297,0.25604649833331433,0.1089794963333332,0.0655908856666845
openml__gas-drift-different-concentrations__9987,STG,146725.0,0.6317802557834216,0.6334098824950436,0.6167397334727128,0.9603664584586292,0.9601304688491679,0.9630850174135777,0.7433501078360892,0.7469446441409059,0.7471842798945603,0.7018962933030942,0.7062922107639756,0.7042064405094243,172.28351888966608,0.0546628970005258,0.0075273716665833,0.007206667666954034
openml__gas-drift-different-concentrations__9987,TabNet,170609.66666666666,0.0261964269914861,0.0394756715775457,0.059156582680087395,0.9997264193132741,0.9994074791314534,0.9984436424198967,0.994308650850707,0.9925712916367123,0.9908938413611311,0.9943082836525791,0.9925566986335146,0.9908913372445661,326.99156960833324,1.6756806060002418,0.2142295200001172,0.21274887433325299
openml__gas-drift-different-concentrations__9987,VIME,198740.33333333334,24.183610726609967,24.157447301991876,24.1691775405304,0.5569534635108606,0.5586241378669842,0.558614455592572,0.29391325185717704,0.2940330697340043,0.29451234124131315,0.15659394564485654,0.1557670453119201,0.15647352634164194,61.9260293736667,0.1279654739998174,0.062400195334096936,0.06076178966638196
openml__gas-drift-different-concentrations__9987,XGBoost,212733.33333333334,0.004524511823153267,0.026922871223243935,0.026307884242742902,0.9999999970218285,0.9994754922133474,0.9988279398694448,1.0,0.996165827941529,0.9966450994488377,1.0,0.9961627953077006,0.9966438346752665,1.0711717243333396,0.1613239586666471,0.023780152000009935,0.023323250666711166
openml__gas-drift-different-concentrations__9987,rtdl_FTTransformer,226747.66666666666,0.20854990884472158,0.23583176848246126,0.23761262137162098,0.9945758631856455,0.9939385441331209,0.9938330089062962,0.979031871555236,0.9772346034028278,0.975796788880901,0.979045363113794,0.9772348312708452,0.9757835490106307,156.3790582866665,1.3294442926659638,0.8604787363334859,0.9630075686673081
openml__gas-drift-different-concentrations__9987,rtdl_MLP,240223.33333333334,9.160899819750895,9.00926224313604,9.045176419459608,0.8359766771417384,0.8398356641039598,0.8388268651219102,0.7330457704289479,0.7364006709801103,0.7359213994728013,0.6590758312464021,0.6627806698045257,0.6625303753028634,32.756143735666605,0.1360623610000099,0.06487401366659164,0.06361119333344804
openml__gas-drift-different-concentrations__9987,rtdl_ResNet,255057.66666666666,0.25546388829837036,0.28330101055043383,0.2369697013164104,0.9936595846437967,0.9930894869750025,0.9948695574669681,0.9867900790797988,0.9844236760124611,0.9853822190270788,0.9867916002103568,0.9844327752512982,0.9853715593304647,57.64563928099991,0.15450862133305535,0.06567314766683306,0.0649024173329356
openml__gas-drift__9986,CatBoost,6785.0,0.013901798774549399,0.03784816826874487,0.039504081103608264,0.9999989036641942,0.9994783929998916,0.9988602081073644,0.9991912293314162,0.9942487419122933,0.9947280134196023,0.9991910000428609,0.9942424156032805,0.9947232642507875,174.45513463933457,0.06343352633363486,0.009009667335097468,0.008910475330291434
openml__gas-drift__9986,DANet,19366.666666666668,0.027300159941936266,0.0321700822651053,0.0389354088379841,0.9997633947221196,0.9996408345067698,0.9992579641524468,0.9946980589503953,0.9944883776659478,0.9932901988976756,0.9946956953060851,0.99447705918105,0.9932758788927635,667.1268365519999,0.49720382766630183,0.07039563366682457,0.06791038266654441
openml__gas-drift__9986,DecisionTree,32652.666666666668,0.04474606648104993,0.8040329738973018,0.8258414300855877,0.9991046273499501,0.9828091119914572,0.982348215969839,0.9887970285166546,0.9635753654445244,0.9640546369518334,0.9888382306699365,0.9636458492248067,0.9641277183618252,1.5245425776666626,0.0044390699999894,0.0007267303333098667,0.0006173486666772
openml__gas-drift__9986,KNN,55454.0,0.025297774356946603,0.24313276734582467,0.2103170858771695,0.9999019477720563,0.995699219699331,0.9963442524108671,0.9874191229331416,0.9798705966930266,0.9813084112149534,0.9874222843348587,0.9798627986215586,0.981300483845373,0.08464310766688256,13.535197035666746,1.7178445903333948,1.7170514156664467
openml__gas-drift__9986,LightGBM,70001.0,0.0012151740139337002,0.032942247947042404,0.03142983354906293,1.0,0.9992742531662535,0.998846658731185,1.0,0.9944883776659478,0.9935298346513299,1.0,0.9944844993746561,0.9935265101686256,28.476676488333243,0.8390821699999833,0.10903897833334968,0.10978103966651054
openml__gas-drift__9986,LinearModel,85002.0,0.2741059135013653,0.2784018721286094,0.258528659550944,0.9921950296294364,0.9925148928773971,0.9931392466578819,0.9489575844716032,0.9491972202252575,0.9513539420081477,0.9488261592916021,0.9490405604006412,0.9512526062019969,0.024368023999999933,0.02417087633333333,0.0036459516666667337,0.0033275816666667
openml__gas-drift__9986,MLP,99912.0,3.11766616223271,2.9864973096587324,3.0072188450844135,0.9535775157850862,0.955802852375363,0.9559066731296525,0.9042954708842559,0.9082195063503474,0.905823148813803,0.8822248303864395,0.8860103775267817,0.8836287908018586,28.814978772000284,0.12156609000013907,0.06224959633330696,0.060184025666558165
openml__gas-drift__9986,RandomForest,127539.33333333333,0.048657860533718865,0.0855972751204294,0.08779125085169616,0.9999907650839864,0.9993647451133257,0.9992834183337814,0.9982626407860052,0.9920920201294033,0.9920920201294033,0.9982623777140031,0.9920909932293003,0.9920808491903053,3.607227052333348,0.07636364666666394,0.02107384266669493,0.0210799076666366
openml__gas-drift__9986,STG,146796.0,0.6420043451930696,0.6401556964250398,0.6302475411897507,0.9647111592556682,0.9667169034833444,0.9668049962073137,0.7722262161514498,0.7771387491013658,0.7776180206086748,0.7483091646264044,0.7531443012095768,0.7529335980657939,160.10672787799982,0.05289753466665079,0.0072495020006802,0.0067472986672025
openml__gas-drift__9986,SVM,158761.0,0.055742099153858395,0.08096657639736747,0.0835304298138142,0.9999927006663403,0.9987431414555384,0.9984818290729408,0.9986820033549005,0.9935298346513299,0.9947280134196023,0.9986819188230033,0.993521822655017,0.9947230410107046,12.098512206666783,0.5732795070001279,0.0718861673337111,0.07203500166663913
openml__gas-drift__9986,TabNet,170655.66666666666,0.03373748312200644,0.03887641848705693,0.054246384153662265,0.9995949769696765,0.999537772280374,0.9987534255588745,0.9921818835370236,0.9913731128684401,0.9923316558830577,0.9921838445155879,0.9913699473464379,0.9923206571796159,313.1205232066665,1.4475984736673126,0.18376006666646083,0.17998219199883647
openml__gas-drift__9986,VIME,198837.0,24.07121863342411,24.030893819041456,24.00112987433735,0.568017826292358,0.5679978275697196,0.5693628148268041,0.2980769230769231,0.29882578480709315,0.3005032350826743,0.15103570254136703,0.15124655471253456,0.15248526071569143,43.828592195333236,0.12689586500103658,0.057690615999793665,0.05832952233322423
openml__gas-drift__9986,XGBoost,212821.66666666666,0.0024638015703246,0.03224776151879393,0.029884348876339766,1.0,0.9993872116016637,0.9989172339862765,1.0,0.9947280134196022,0.9949676491732568,1.0,0.9947234531889859,0.9949605477983657,136.90618862066682,0.20839293633415915,0.0295522340023808,0.0284521286661174
openml__gas-drift__9986,rtdl_FTTransformer,226805.33333333334,0.19934325507306153,0.2050446371074107,0.182543496113276,0.9941895011907018,0.9925344341568779,0.994493568726492,0.9779235561945843,0.9791516894320633,0.9796309609393722,0.9779050188772661,0.9791332973801413,0.9796257418871669,152.15260053100033,1.4014602930004305,0.8705600379995909,0.9733149549992959
openml__gas-drift__9986,rtdl_MLP,240307.66666666666,9.609721475606223,9.564950614786111,9.672326516597616,0.827657843753482,0.8270852727587338,0.8252399905339115,0.7179786724179248,0.7186676252096813,0.715312724658519,0.64343274377275,0.6446627843247996,0.6402915302456916,29.352414649666496,0.1307849090001885,0.061796088000013065,0.06231080899988223
openml__gas-drift__9986,rtdl_ResNet,255147.66666666666,0.24175459655082865,0.2790954514624662,0.22585905723550614,0.9941035924228281,0.9931503496665212,0.9951460102175963,0.9875688952791757,0.9851425832734243,0.9863407620416965,0.9875686081560534,0.9851389129612262,0.986329443026146,56.822784448333465,0.1599083506664461,0.0673586716665539,0.06974680033241513
openml__gina_agnostic__3891,CatBoost,6885.0,0.017093655195569667,0.13925419958921653,0.1337092165493514,0.9999996533542569,0.987528796739323,0.9895334928229665,0.9998798365777457,0.9519692603266091,0.9510086455331411,0.9998798365777457,0.9519692603266091,0.9510086455331411,182.4206904036679,0.0157998890003151,0.007188656001252,0.006721236665725834
openml__gina_agnostic__3891,DANet,19396.666666666668,0.0017619231653219665,0.23983766530255093,0.255957839758089,0.9999994800313853,0.9885034556087188,0.9887083554846713,0.9997596731554914,0.9644572526416907,0.9606147934678194,0.9997596731554914,0.9644572526416907,0.9606147934678194,225.55070170933314,0.3328527809996633,0.04902763433360253,0.0476447859997127
openml__gina_agnostic__3891,DecisionTree,32727.666666666668,0.11223330447786455,2.259730775509736,2.6191396177163986,0.984503462037698,0.8645777954988482,0.849099548112706,0.9706801249699591,0.8847262247838618,0.8751200768491835,0.9706801249699591,0.8847262247838618,0.8751200768491835,0.6562432206666694,0.005753152999998133,0.0009494409999982667,0.0007826463333368
openml__gina_agnostic__3891,KNN,55532.333333333336,0.3014007112365491,0.5239345837922734,0.5777298704769634,0.9676238942217448,0.9324273436115541,0.933462918660287,0.8767123287671232,0.8424591738712777,0.8482228626320846,0.8767123287671232,0.8424591738712776,0.8482228626320846,0.2273442590001006,15.125214026999856,1.8915556466667454,1.8779082206665123
openml__gina_agnostic__3891,LightGBM,70100.66666666667,0.00021528112838114935,0.18075659668852642,0.15386602566037877,1.0,0.9895002658160554,0.9911173134857346,1.0,0.9567723342939481,0.9510086455331411,1.0,0.9567723342939481,0.9510086455331411,8.412213757000055,0.05098946733337087,0.0082734933333578,0.008190461666742933
openml__gina_agnostic__3891,LinearModel,85092.0,0.0294626416277913,3.47540218226276,3.253005348187617,0.9995301216951878,0.8701100921495658,0.8795465621123517,0.9936313386205239,0.7934678194044188,0.8040345821325648,0.9936313386205239,0.7934678194044188,0.8040345821325648,0.0400092273333331,0.006724796333333334,0.0021935259999999335,0.0019146369999998335
openml__gina_agnostic__3891,MLP,100013.66666666667,0.03527152843549824,0.27087688169769103,0.2734534683446735,0.9991047873683678,0.9717072036150983,0.9716573631047316,0.9895457822638788,0.9260326609029779,0.915465898174832,0.9895457822638788,0.9260326609029779,0.915465898174832,4.545340474000018,0.08055080200002367,0.054659705333392566,0.056012645999923394
openml__gina_agnostic__3891,NODE,117042.66666666667,0.16130223288855472,0.22766398286176745,0.21036002970337295,0.9934530751723827,0.9754009392167285,0.9800748715222399,0.966594568613314,0.9250720461095101,0.9327569644572526,0.966594568613314,0.9250720461095101,0.9327569644572526,367.4372749899996,0.6565143560000782,0.09822381966709288,0.09780895500095232
openml__gina_agnostic__3891,RandomForest,127628.33333333333,0.11557680820791637,0.2716750283788883,0.2588204073098009,0.9995677327583175,0.9724381977671452,0.976995835548467,0.9930305215092524,0.9298751200768492,0.9260326609029779,0.9930305215092524,0.9298751200768492,0.9260326609029779,0.5988312769999915,0.02847103766666233,0.014119379666666933,0.013590766999991835
openml__gina_agnostic__3891,STG,146863.0,0.02561692386005603,0.2148182868195249,0.20823346612782426,0.999628395763365,0.9761208576998052,0.9812045897572212,0.9935111751982696,0.9423631123919308,0.9279538904899137,0.9935111751982696,0.9423631123919308,0.9279538904899137,42.57419024866704,0.025792421666361934,0.0038052380004955665,0.003612243667096933
openml__gina_agnostic__3891,SVM,158854.0,0.013359873393031832,0.20147973750822246,0.1764552771912129,0.999957362573595,0.9767964735069999,0.9819909622541202,0.9979572218216775,0.920268972142171,0.9279538904899135,0.9979572218216775,0.920268972142171,0.9279538904899135,14.026702489999934,3.176312339333284,0.42068674000014045,0.38502375233307856
openml__gina_agnostic__3891,TabNet,170716.33333333334,0.026619312034859,0.3399218208056178,0.3978193744070362,0.9991962151831181,0.9681906787169945,0.9654660641502747,0.9942321557317951,0.9433237271853988,0.9317963496637849,0.9942321557317951,0.9433237271853988,0.9317963496637849,69.74997192566697,0.27663030166680375,0.036911210333717734,0.036199726333393266
openml__gina_agnostic__3891,VIME,198903.66666666666,0.20004018903596368,0.2544328328426646,0.27238701939150584,0.9865491052293418,0.9699517100832891,0.9672824738614212,0.9471280942081232,0.9106628242074928,0.9039385206532181,0.9471280942081232,0.9106628242074928,0.9039385206532181,179.6212850839996,0.08394685333284237,0.05338240533455967,0.05171456133515067
openml__gina_agnostic__3891,XGBoost,212904.66666666666,0.013474553250122567,0.14285424246517217,0.13680497179585682,1.0,0.9874069643806486,0.989190147084884,1.0,0.9519692603266091,0.9471661863592699,1.0,0.9519692603266091,0.9471661863592699,53.16868968466648,0.14848259766677072,0.019226448000154,0.019399940666213866
openml__gina_agnostic__3891,rtdl_MLP,240394.0,0.012295254948653666,0.29810237223055824,0.3031177460554641,0.9999285909769154,0.9752348041821728,0.9743265993265994,0.9967555875991349,0.9269932756964457,0.9221902017291067,0.9967555875991349,0.9269932756964457,0.9221902017291067,5.597685440999972,0.0825439993333058,0.05255264366665333,0.054527646333288694
openml__gina_agnostic__3891,rtdl_ResNet,255234.33333333334,0.04518536319907196,0.21498770571620218,0.20182855110552644,0.9993791574740548,0.975877192982456,0.9756667552720186,0.9906272530641672,0.9298751200768492,0.9269932756964456,0.9906272530641672,0.9298751200768492,0.9269932756964456,7.492947899000022,0.08625523666679054,0.051951396333206334,0.05168095166671207
openml__glass__40,CatBoost,6968.0,0.19119312397331825,0.6716411709956737,0.7568622357666953,0.9998552766310702,0.9645171957671957,0.9415013227513227,0.9882352941176471,0.8181818181818182,0.712121212121212,0.9881973459715926,0.7900347745935982,0.6752759796103449,0.9398126463333362,0.0010239953333463334,0.0006500313333474001,0.0006000020000250667
openml__glass__40,DANet,19471.0,0.9054543844575814,1.4268434309003288,1.533655041948707,0.9160772057304579,0.8771825396825398,0.8702380952380951,0.6941176470588236,0.7272727272727272,0.5606060606060606,0.6662726273566489,0.6783184136125312,0.5140128934246581,33.43387269766674,0.05870064566636297,0.05575846900012487,0.056908612666916235
openml__glass__40,DecisionTree,32820.666666666664,0.28288773621006874,7.6517138183825155,9.640733674663126,0.9545087747349653,0.8389219576719578,0.714649470899471,0.8960784313725491,0.6818181818181818,0.6515151515151515,0.8822152019871264,0.6589105339105339,0.6185086155674391,0.0009196383333336666,0.0001662020000005,0.00010514399999933333,0.00012836566666622954
openml__glass__40,KNN,55616.333333333336,0.7056386379661136,2.8415541094538863,2.8253823085270446,0.9257726116891059,0.8352347883597884,0.8642361111111111,0.6705882352941176,0.6212121212121212,0.5606060606060606,0.627433195221574,0.575925925925926,0.5066532195015166,0.00047041900000053334,0.004947939666666834,0.0040041649999998,0.003699698333333133
openml__glass__40,LightGBM,70180.66666666667,0.1599196239435368,0.7294232636209003,1.0381987438535458,0.9990626493072146,0.9497685185185185,0.9068452380952382,0.9803921568627451,0.787878787878788,0.6666666666666666,0.979683232876909,0.7739081402851457,0.6370200283970338,0.10497889699999959,0.002265223999999333,0.000235126,0.00021602166666633333
openml__glass__40,LinearModel,85182.0,0.8500598716384643,0.9951316816346489,1.0388136984567045,0.8981773542751372,0.8692791005291006,0.8501984126984127,0.6549019607843137,0.6212121212121212,0.6212121212121212,0.6278049809558425,0.5607623857623857,0.5596355714002773,0.013960216333333234,0.0006811896666666334,0.0003051406666665667,0.00020214366666663333
openml__glass__40,MLP,100085.66666666667,2.982413050897566,3.014430857065952,3.1172882761016036,0.5328775825495976,0.5434523809523809,0.5473214285714286,0.4568627450980392,0.4393939393939394,0.4393939393939394,0.3446229787616443,0.31234071174262557,0.29226084373143196,5.388692412333319,0.04777200933333243,0.04878770999998017,0.048299985666664165
openml__glass__40,NODE,117080.66666666667,1.2474376761445811,1.3065951963265736,1.3371885590481039,0.9163851902130026,0.8493055555555555,0.8607142857142858,0.6686274509803921,0.6363636363636364,0.5909090909090908,0.6181005459699992,0.5753636542336232,0.5243930533404217,28.778791267333265,0.08526183700026492,0.0705532519996268,0.06960881566646997
openml__glass__40,RandomForest,127704.66666666667,0.2700396052764291,2.211330669404093,1.6918379968224244,0.9980194225233907,0.9130787037037038,0.9175760582010581,0.9450980392156864,0.7727272727272728,0.6818181818181818,0.9433973543823897,0.7479377104377104,0.6642707238295474,0.0708030593333326,0.014999079000000132,0.010253495333332767,0.009860255666666233
openml__glass__40,SAINT,138081.33333333334,0.7321179848885638,0.9473394956580843,1.0414176565086979,0.9201496606587186,0.9175595238095239,0.8607473544973545,0.6490196078431373,0.6818181818181818,0.6212121212121212,0.6249992258375672,0.6405957975476692,0.5822311675252851,33.64397072133306,0.0838744949999939,0.07895140633339294,0.07842175933349906
openml__glass__40,STG,146955.0,0.7422317379866453,0.9857686777585045,1.1749398333980052,0.9142007947321957,0.8916666666666666,0.8460978835978835,0.7176470588235294,0.6515151515151515,0.6212121212121212,0.6852293967055377,0.5958534929123165,0.5730668024785671,4.099246313666687,0.0017538676666693333,0.0008912613333506334,0.0008545373333200667
openml__glass__40,SVM,158942.66666666666,0.7673275190623124,1.041680656594704,0.9382739929209292,0.9471701255540973,0.8806547619047619,0.90625,0.7509803921568627,0.6666666666666666,0.6515151515151515,0.717477345338362,0.6071479397014157,0.601876572000411,0.25647909333333274,0.0018898446666663002,0.00043123033333116665,0.00034825533333316663
openml__glass__40,TabNet,170812.66666666666,17.67207265480039,12.938001608015755,18.07027529721918,0.5920280360766256,0.6989583333333332,0.6183201058201059,0.4372549019607843,0.5757575757575758,0.4090909090909091,0.34323521491675457,0.48829258976317796,0.31365424580735585,6.181475564999981,0.041131861333345406,0.018196803333343767,0.018600510333319168
openml__glass__40,TabPFNModel,180291.0,0.08701895659368003,0.8083273043890641,0.8916884812148936,1.0,0.9541005291005291,0.9374669312169313,0.9980392156862745,0.6515151515151515,0.6666666666666666,0.9980115809024364,0.6209138084138083,0.6282168811580576,0.0004620749999993667,0.48638635099999955,0.1795627313333329,0.17789388933333328
openml__glass__40,VIME,198966.0,3.534218031986087,3.522120241414417,3.5412754904140122,0.5240999011292748,0.5119708994708995,0.5062169312169312,0.35294117647058815,0.3636363636363636,0.3636363636363636,0.1841432225063938,0.19393939393939394,0.19393939393939394,5.840654379666667,0.0406060559999996,0.039991858000000435,0.03969268366666626
openml__glass__40,XGBoost,213002.66666666666,0.11975134536258726,0.7995580242608081,0.756069781650281,0.9994780219780219,0.9399801587301587,0.9296957671957672,0.9823529411764705,0.8030303030303031,0.712121212121212,0.9815029626654831,0.7904530411109358,0.6824569221628046,0.2526824563333297,0.0027598743333356337,0.0006215810000066332,0.0005560680000027666
openml__glass__40,rtdl_FTTransformer,226858.0,1.8186879000370846,2.06175847223847,2.050958309760035,0.7385966974661332,0.7337962962962964,0.6678240740740741,0.6,0.5909090909090909,0.5909090909090909,0.5395075741724088,0.5167133520074696,0.5254435107376284,7.459626669333336,0.0507479476666882,0.0492492543333658,0.048603740000013766
openml__glass__40,rtdl_MLP,240489.66666666666,2.8667405581941794,2.864217548659353,2.8523564636707306,0.4706291440328707,0.48174603174603176,0.5240079365079365,0.36666666666666664,0.4393939393939394,0.3636363636363636,0.2707522030300347,0.3384258736432649,0.24996423865989084,2.8370546880000043,0.03963197633332997,0.039524276666668336,0.03905700399999993
openml__glass__40,rtdl_ResNet,255319.33333333334,0.957149230901097,1.2661203342599259,1.7192253476479724,0.896669025564255,0.835383597883598,0.7699735449735451,0.7627450980392156,0.712121212121212,0.6363636363636364,0.7318668915496724,0.6799963924963924,0.5919679735469209,5.216124865333312,0.04553592733332934,0.04585033600000083,0.04544306933334197
openml__guillermo__168337,DecisionTree,32926.0,0.30992448760190994,2.007128794218755,2.1647333078421993,0.9297350517217708,0.782790798611111,0.7743958333333333,0.8742083333333334,0.7696666666666667,0.7616666666666667,0.8742083333333333,0.7696666666666667,0.7616666666666667,98.07321515233298,0.4499342906671397,0.06043937800010699,0.0574663839993263
openml__guillermo__168337,LinearModel,85266.0,0.5140375803385631,0.642269428816638,0.635661628912401,0.8120845588703755,0.7063291666666666,0.7125177083333334,0.7448333333333332,0.6616666666666666,0.6715,0.7448333333333332,0.6616666666666666,0.6715,2.720137098666669,0.2648526576666654,0.05811231333333087,0.055689545666665397
openml__guillermo__168337,MLP,100188.66666666667,0.4029545008024349,0.5710445522573899,0.5630411379372023,0.8887140870745042,0.7710333333333333,0.7747704861111112,0.7959791666666667,0.7111666666666666,0.7056666666666667,0.7959791666666667,0.7111666666666666,0.7056666666666667,36.334991731000024,0.7800836296664784,0.141547055333073,0.14218904999976678
openml__guillermo__168337,NODE,117138.0,0.5706515998998657,0.6291304150472085,0.6180152876153588,0.6498959664895626,0.6064022569444445,0.6025977430555556,0.693,0.6468333333333334,0.6561666666666667,0.693,0.6468333333333334,0.6561666666666667,175.15203650399997,5.399662247333329,0.6821449209999741,0.68240761433335
openml__guillermo__168337,RandomForest,127807.33333333333,0.35798259868453747,0.4800002316342791,0.4799525067264698,0.9838770719672759,0.8616491319444445,0.8628529513888888,0.8913958333333333,0.7941666666666666,0.7845,0.8913958333333335,0.7941666666666666,0.7845,33.76994113800007,1.3489961436667575,0.2073628279999866,0.18799077000001793
openml__guillermo__168337,STG,147020.0,0.6728093136561414,0.6738333235184352,0.674029217377305,0.5140862776450374,0.48893958333333337,0.4858432291666666,0.5998125,0.6,0.6,0.5998125,0.6,0.6,204.05544381800064,0.5810735630002455,0.04370131733351923,0.04323888466751663
openml__guillermo__168337,TabNet,170868.66666666666,0.2994930114075687,0.48383645700906347,0.48384558809055794,0.9430006539831974,0.857552951388889,0.8585477430555555,0.8636875,0.7791666666666667,0.7783333333333333,0.8636875,0.7791666666666667,0.7783333333333333,263.2457416203336,2.841160388999318,0.3307777849998577,0.3285306999993433
openml__guillermo__168337,XGBoost,213094.66666666666,0.02620637567797793,0.3874762508155502,0.3913894883697842,0.9999999186324934,0.9063371527777777,0.9033937500000001,0.9998125,0.8414999999999999,0.8388333333333332,0.9998125,0.8414999999999999,0.8388333333333332,70.27569146299977,3.6422915903340254,0.3688289973332151,0.3715806270000333
openml__guillermo__168337,rtdl_MLP,240572.66666666666,0.40772531639276993,0.555437988947607,0.5387457701820271,0.8925790355002796,0.7756374999999999,0.7836895833333334,0.7961874999999999,0.7131666666666666,0.7105,0.7961874999999999,0.7131666666666666,0.7105,39.7107410756665,0.7989655636667218,0.14926098266687404,0.15522753566665412
openml__guillermo__168337,rtdl_ResNet,255414.0,0.3471882185434459,0.5563532825925352,0.5592050782895899,0.9220791586174538,0.7945812500000001,0.7949100694444443,0.8380208333333333,0.7196666666666666,0.7173333333333334,0.8380208333333333,0.7196666666666666,0.7173333333333334,47.20264007166676,0.8330466666663293,0.14912828699997735,0.1515689819998821
openml__haberman__42,CatBoost,7060.0,0.45416774809348476,0.5218958571529367,0.5327671982412848,0.8356968915628133,0.677536231884058,0.7028985507246377,0.8114754098360656,0.8172043010752689,0.7634408602150536,0.8114754098360656,0.8172043010752689,0.7634408602150536,0.7773643299999916,0.009628657333341367,0.0007788186666779,0.0007505183333549
openml__haberman__42,DANet,19546.666666666668,0.5672116221585234,0.5721811016881339,0.5361265062644917,0.6957169459962756,0.6594202898550724,0.7681159420289855,0.7459016393442622,0.8064516129032259,0.7741935483870966,0.7459016393442622,0.8064516129032259,0.7741935483870966,10.251883214666675,0.03667939233334037,0.03275124200000213,0.032979693666668135
openml__haberman__42,DecisionTree,32996.666666666664,0.3420652581352242,3.0128446526193913,4.812481607440359,0.8500644606789859,0.5896739130434783,0.5987318840579711,0.842896174863388,0.7526881720430106,0.7204301075268816,0.842896174863388,0.7526881720430109,0.7204301075268819,0.009921298333333101,0.00035829299999993336,0.00020610499999999997,0.00019108433333320002
openml__haberman__42,KNN,55705.666666666664,0.5061188749788663,0.5165908905371758,0.5337807252112271,0.7498209425583727,0.6947463768115942,0.6666666666666666,0.7609289617486339,0.8064516129032259,0.7849462365591396,0.7609289617486339,0.8064516129032259,0.7849462365591396,0.0008365206666664,0.013608364333333131,0.0354796823333334,0.0057250813333334675
openml__haberman__42,LightGBM,70273.33333333333,0.47071633506691585,0.49232450696376,0.5763887430087511,0.8149262283340496,0.7663043478260869,0.6367753623188406,0.7663934426229507,0.7956989247311829,0.7096774193548386,0.7663934426229507,0.7956989247311829,0.7096774193548386,0.08075804666666667,0.0015217433333338,0.0017800323333337,0.0007158366666670333
openml__haberman__42,LinearModel,85344.0,0.5388994512850623,0.5530516511657452,0.5078989323010926,0.7022489614668386,0.6721014492753623,0.697463768115942,0.7418032786885246,0.7526881720430106,0.7741935483870966,0.7418032786885246,0.7526881720430106,0.7741935483870966,0.020739902333333334,0.0005790480000000001,0.00039014233333326665,0.00021227966666640001
openml__haberman__42,MLP,100272.0,0.5475383611202566,0.5345140471253343,0.5305105553519341,0.6503366279902593,0.6702898550724637,0.6992753623188407,0.7431693989071038,0.7849462365591396,0.7526881720430106,0.7431693989071038,0.7849462365591396,0.7526881720430106,6.6832185273333495,0.04485779033335283,0.04525409566663893,0.04538699033332644
openml__haberman__42,NODE,117175.33333333333,0.5161480866576152,0.5438747466892324,0.5450256316251653,0.7391204698467267,0.6684782608695651,0.6684782608695653,0.7950819672131147,0.7741935483870966,0.7526881720430106,0.7950819672131147,0.7741935483870966,0.7526881720430109,38.90370922333324,0.07447951799987011,0.05266126566647713,0.05037409766668801
openml__haberman__42,SAINT,138128.0,0.5057786532316377,0.5149988073014443,0.5268590400616328,0.7543904884687008,0.7246376811594203,0.7173913043478262,0.7472677595628415,0.7634408602150536,0.7419354838709676,0.7472677595628415,0.7634408602150536,0.7419354838709679,11.160581316333362,0.07025100699994384,0.0658275513333966,0.06668121733338234
openml__haberman__42,STG,147078.0,0.5295553579926491,0.5308851876886943,0.5082829581793918,0.6979229336771237,0.677536231884058,0.7336956521739131,0.7431693989071038,0.7849462365591396,0.7741935483870966,0.7431693989071038,0.7849462365591396,0.7741935483870966,3.7919976723333337,0.0022093190000002667,0.0008757486666669999,0.0008064599999996667
openml__haberman__42,SVM,159036.0,0.5254611119432956,0.5370461338896066,0.5375187917509169,0.7595759919782267,0.6992753623188407,0.6268115942028986,0.7431693989071038,0.7634408602150536,0.7634408602150536,0.7431693989071038,0.7634408602150536,0.7634408602150536,0.09930328566648915,0.008088993999384233,0.002008890000070033,0.0019802503338723003
openml__haberman__42,TabNet,170925.0,7.786489252589386,3.2996951342462637,7.640049132365959,0.6180919639020198,0.8007246376811595,0.5742753623188407,0.6912568306010929,0.8602150537634409,0.6666666666666666,0.6912568306010929,0.8602150537634409,0.6666666666666666,12.931162617000032,0.0521759396666823,0.024369045333315797,0.024273354999991132
openml__haberman__42,TabPFNModel,180381.0,0.4374668390179673,0.5323616120042981,0.5187632338975066,0.851883684285919,0.6811594202898551,0.6992753623188405,0.7937158469945356,0.7311827956989246,0.7634408602150536,0.7937158469945355,0.7311827956989249,0.7634408602150539,0.00047828933333343335,0.34926080100000095,0.09668207599999923,0.09815242166666667
openml__haberman__42,VIME,199056.0,0.5798671892920478,0.5687443594778737,0.57013990321467,0.5804326027789716,0.6304347826086957,0.5833333333333334,0.733606557377049,0.7419354838709676,0.7419354838709676,0.733606557377049,0.7419354838709676,0.7419354838709676,4.585463368,0.04388082066666673,0.04319196066666577,0.04412028400000043
openml__haberman__42,XGBoost,213182.33333333334,0.3864748269355159,0.5616710200024548,0.545083601788808,0.8889987107864203,0.6503623188405797,0.6431159420289855,0.8265027322404371,0.7849462365591396,0.7526881720430106,0.8265027322404371,0.7849462365591396,0.7526881720430106,0.0766744436666666,0.0010437650000009,0.0009055349999993,0.0005280113333334
openml__haberman__42,rtdl_FTTransformer,226946.66666666666,0.5256229675593761,0.5260368518290981,0.5120946446093181,0.7072052714510816,0.6793478260869565,0.7173913043478262,0.7431693989071038,0.7849462365591396,0.7741935483870966,0.7431693989071038,0.7849462365591396,0.7741935483870966,3.0392252599999883,0.049238475666669466,0.04945608199998943,0.04878636766666957
openml__haberman__42,rtdl_MLP,240662.66666666666,0.5441260257623887,0.5416461280597153,0.548527741944918,0.669130497063458,0.677536231884058,0.6684782608695651,0.7418032786885246,0.7849462365591396,0.7096774193548386,0.7418032786885246,0.7849462365591396,0.7096774193548386,2.3784688779999974,0.04357111533334997,0.0462483663333254,0.04597294566667637
openml__haberman__42,rtdl_ResNet,255501.0,0.43966695079656287,0.49608544571705715,0.5878084503234394,0.8308551783412118,0.7481884057971014,0.6865942028985508,0.7950819672131147,0.8064516129032256,0.7526881720430106,0.7950819672131147,0.8064516129032256,0.7526881720430109,4.729149476000005,0.0437297380000399,0.0423381593333817,0.042469074333313934
openml__har__14970,CatBoost,7157.0,0.035689798836809596,0.064886815553982,0.06068461675658024,0.9999971158178899,0.9996636493083795,0.9997448149067026,0.9986244285309706,0.9815533980582524,0.9847896440129449,0.9986245190226505,0.9815374395244842,0.9847914941456201,5.247151821999978,0.09770889799998862,0.03362096099984527,0.03332608100011683
openml__har__14970,DANet,19609.666666666668,0.003139621299075334,0.020523191788042766,0.03789275076143647,0.9999997231272982,0.9998776104177365,0.9997007739220782,0.999271756281102,0.994822006472492,0.9877022653721682,0.9992718143449776,0.9948213457841035,0.987701294917123,650.6898736803332,0.5490666743338201,0.09986620266681707,0.10083286700015981
openml__har__14970,DecisionTree,33106.333333333336,0.054508548012636694,1.3017029840431753,1.2653216826042961,0.9984328199788496,0.968934089514539,0.9691301524332915,0.9875793987943521,0.9378640776699028,0.9414239482200646,0.98757959518412,0.9377536923103132,0.9412095661413994,11.867015764333322,0.023644062666628867,0.007271741666670499,0.0017357313333453
openml__har__14970,KNN,55807.333333333336,0.06849301203143511,0.15705117974745872,0.18270191604294136,0.9992703993488229,0.9970300517987151,0.9968953507986877,0.9791236800582594,0.9660194174757281,0.9686084142394823,0.9790914898850432,0.9659794524363129,0.9685628839075427,1.5177725690001391,132.47816227399878,17.357790198666578,17.487017037333505
openml__har__14970,LightGBM,70364.33333333333,9.136525278666104e-07,0.030394142427389036,0.022769488823966597,1.0,0.9998847937370519,0.9999298098883996,1.0,0.9932038834951457,0.9919093851132685,1.0,0.9932007447911083,0.9919073345313837,91.59186839766676,0.4279537896665791,0.054931997000039666,0.05132851966664013
openml__har__14970,LinearModel,85434.0,0.03972012779323656,0.05599402817825163,0.05229892830529324,0.9996950678797503,0.9993063380361691,0.9994314460755142,0.9885908484039324,0.9809061488673138,0.9818770226537218,0.988590909377292,0.9808996063610224,0.9818849727234973,0.25656377566666705,0.10015844566666633,0.026627399333333236,0.011837340666666233
openml__har__14970,MLP,100370.33333333333,0.0644130000423856,0.10632548245761447,0.08992564715898534,0.9993145674137428,0.9988937414575804,0.9993991031686088,0.991261075373225,0.9831715210355987,0.97831715210356,0.9912570652175541,0.983173292994772,0.978296752699817,32.152714442666365,0.13093634066626691,0.0610064486665275,0.06153974899962117
openml__har__14970,RandomForest,127894.33333333333,0.07405611143518613,0.1451035713620915,0.14344443028128892,0.9999674359734172,0.9990862446377701,0.9992412438289863,0.9946595460614153,0.9721682847896439,0.9724919093851133,0.9946582848630121,0.9721630362257369,0.9724884510907051,11.536527687000026,0.2318629019999889,0.0637112819999477,0.11407785766668128
openml__har__14970,STG,147179.33333333334,0.0463254429451754,0.0604188870371965,0.055595068205193166,0.9996903266014744,0.9993112214173338,0.9994662827181174,0.9851923777157422,0.9786407766990292,0.979611650485437,0.9851786217571484,0.9786236947703261,0.9796024338309874,109.33720125466668,0.058665607002088366,0.007547636667368267,0.007149418998475633
openml__har__14970,SVM,159118.66666666666,0.0054222939626541,0.028801569442356133,0.0277725113287226,0.9999986515050715,0.9997593367541766,0.9998060605474609,0.9995549621717846,0.9922330097087378,0.9893203883495145,0.9995549777273153,0.992234289391745,0.9893192886947276,29.01006868833368,13.691736562333972,1.643319394000476,1.63562181066906
openml__har__14970,TabNet,170998.33333333334,0.004934816121352,0.030357561040318,0.05013778251876196,0.999990913505593,0.9997686446482543,0.9995220852474237,0.9983816806246711,0.992556634304207,0.9841423948220065,0.9983817824025006,0.9925531633089789,0.9841332963895372,139.5944795870001,0.7695661050001377,0.10418702633328765,0.10300294000004817
openml__har__14970,VIME,199124.66666666666,0.20714321362901633,0.281144066069257,0.25668641756150146,0.996482112379646,0.9946467227617877,0.9957909452222603,0.9597038475543149,0.9540453074433657,0.9488673139158577,0.9596776052838686,0.9539756731695604,0.9488066586375546,323.97659159533316,0.13353530966776359,0.05538879199999269,0.0539943606662139
openml__har__14970,XGBoost,213277.0,0.0010847480509454334,0.0206460866224188,0.01914422179431007,1.0,0.9999338386692415,0.9999290642243085,1.0,0.9925566343042073,0.9941747572815535,1.0,0.992553952162427,0.9941760858751328,3.3987302216667863,0.24855726466679093,0.0423847000000326,0.04198298133345204
openml__har__14970,rtdl_MLP,240752.0,0.06296925956364943,0.11279047107312583,0.09438657665103996,0.9995868908973087,0.9991376144418854,0.9994351987985649,0.9904519156855605,0.9828478964401296,0.9812297734627832,0.9904486781635865,0.9828439618099126,0.981222991679338,34.92127289999977,0.14070138133320134,0.061104803333364495,0.06066942933330203
openml__har__14970,rtdl_ResNet,255598.0,0.005869711412510667,0.03988940676026653,0.0403898916419702,0.9999036250317564,0.9997501147149559,0.9997728572430221,0.9990290083748028,0.9912621359223301,0.99126213592233,0.9990289517013485,0.9912581467048014,0.9912601043029579,37.66685112566665,0.16259189633350007,0.06536975933340723,0.06697562733309796
openml__hayes-roth__146063,CatBoost,7233.0,0.22695662355271237,0.3438566300796036,0.44163925029029966,0.9919348081112788,0.9616402116402116,0.9409171075837742,0.9114583333333334,0.875,0.7708333333333334,0.9113565110524341,0.8745039682539683,0.7714646464646465,0.17974244200000075,0.0008720153333338334,0.0006289686666661,0.0005773873333346667
openml__hayes-roth__146063,DANet,19663.0,0.385914757664952,0.4008448775029973,0.8019939364461545,0.9377752639517345,0.9074074074074074,0.8853615520282188,0.8125,0.8958333333333334,0.6875,0.8109079655005472,0.893560606060606,0.6853693181818182,22.954591931999857,0.05316261533334907,0.052565874333216266,0.051629657666808194
openml__hayes-roth__146063,DecisionTree,33182.666666666664,0.1965566098596954,0.13846153750922174,3.014966077505825,0.9767261605496901,0.9775132275132274,0.9325396825396824,0.8828125,0.9166666666666666,0.8333333333333334,0.8798365728149385,0.9143939393939394,0.8244058229352347,0.00043892933333300005,0.0001425519999999,0.0001007329999999699,8.920666666660064e-05
openml__hayes-roth__146063,KNN,55890.666666666664,0.7073967487849048,0.7306233615076021,0.8512408591060175,0.8735310876487348,0.8882275132275131,0.7744708994708995,0.6640625,0.75,0.4791666666666667,0.6517298109088466,0.7213675213675214,0.4334377428127428,0.0003859530000001,0.003790989333332967,0.0030804159999997666,0.0029397373333332004
openml__hayes-roth__146063,LightGBM,70445.66666666667,0.20457179941888307,0.23331044171614782,0.28417554034398845,0.990623428858723,0.978835978835979,0.9722222222222223,0.9088541666666666,0.875,0.8125,0.9084299150683383,0.8657894736842106,0.804946524064171,0.28853892666666686,0.0044791733333333006,0.0005338379999996001,0.0004960783333335666
openml__hayes-roth__146063,LinearModel,85524.0,0.7137919518050867,0.859462670862106,0.7749872373732266,0.8477626948215184,0.724867724867725,0.808641975308642,0.6015625,0.5416666666666666,0.6458333333333334,0.6014013393578169,0.500968720821662,0.6315478843052372,0.010987558666666501,0.0007355809999999,0.0002010479999999,0.00012666666666665932
openml__hayes-roth__146063,MLP,100449.66666666667,0.9373362673974084,1.165438526483437,1.4996331595154497,0.9440145801910508,0.9294532627865961,0.8174603174603176,0.8619791666666666,0.8541666666666666,0.6666666666666666,0.8605819730079675,0.8473304473304473,0.6592147435897436,4.77480952999997,0.038734270333331204,0.03829299233332973,0.03937624599999853
openml__hayes-roth__146063,NODE,117273.0,0.6527100810005019,0.7656744532287121,0.7701184873779615,0.9538612368024132,0.8359788359788359,0.8641975308641975,0.84375,0.7708333333333334,0.7291666666666666,0.8413991329525041,0.7679045831619361,0.7305839993339993,15.16509396299989,0.036405885666681535,0.028792703666719367,0.028841428333331903
openml__hayes-roth__146063,RandomForest,127972.66666666667,0.42964269006234335,0.4512115112244233,0.640764481931817,0.9701064186358304,0.9722222222222222,0.9193121693121693,0.84375,0.9166666666666666,0.8125,0.8412492273036828,0.9166666666666666,0.8059974747474747,0.07192372399999913,0.0138252779999993,0.0102793436666674,0.010486705333333367
openml__hayes-roth__146063,SAINT,138197.33333333334,0.6774540716141928,0.6924266338852855,0.6808240039002461,0.8460373722138429,0.7358906525573192,0.8209876543209876,0.6875,0.6875,0.6875,0.6658597654951574,0.6485985419808948,0.6607028388278389,19.587746417000023,0.07089096766663987,0.06963173433333003,0.06763949266669533
openml__hayes-roth__146063,STG,147263.33333333334,0.36814271590507514,0.40115078414479893,0.488880312438899,0.975205295793531,0.9642857142857144,0.9338624338624338,0.8697916666666666,0.8541666666666666,0.75,0.8667525958438606,0.8511523199023198,0.7472064393939394,2.4895333833333098,0.0016535733333095,0.0008700290000167666,0.0008602266666646667
openml__hayes-roth__146063,SVM,159204.33333333334,0.3234107991759945,0.4487947960248578,0.4660324177887832,0.9777945366180661,0.9378306878306878,0.9444444444444443,0.8958333333333334,0.8333333333333334,0.7916666666666666,0.8945595174193577,0.8333333333333334,0.7866161616161617,0.0064875393333334004,0.0011936620000001,0.0002927026666666667,0.00023152333333326667
openml__hayes-roth__146063,TabNet,171065.66666666666,14.520133982627293,7.261588923870794,12.462528385668216,0.4673784984079101,0.6988536155202821,0.5242504409171076,0.4010416666666667,0.6666666666666666,0.4791666666666667,0.38296650466222476,0.6359455937580938,0.4570460789210789,1.47247508466664,0.017632285999989433,0.016149818333347533,0.0157415966666671
openml__hayes-roth__146063,TabPFNModel,180471.0,0.18594423270860708,0.36291859913035296,0.33349679681123234,0.992228087816323,0.9576719576719578,0.9629629629629629,0.9140625,0.7916666666666666,0.8333333333333334,0.9134862599377712,0.7884199134199134,0.8284313725490197,0.0004420606666659333,0.3828638100000005,0.09616445999999944,0.09511271000000039
openml__hayes-roth__146063,VIME,199167.0,0.6130981678596146,0.6807794938555768,1.1977427979481614,0.9271903804256746,0.9078483245149912,0.8337742504409172,0.7942708333333334,0.8333333333333334,0.7291666666666666,0.7909848806830505,0.8276799589299588,0.7178280053280054,5.641713985333278,0.04190874199999444,0.0402556023332939,0.041809411333360864
openml__hayes-roth__146063,XGBoost,213351.33333333334,0.2020294477645165,0.26048334162139025,0.3747307679829343,0.9920604994134408,0.9735449735449735,0.9554673721340388,0.9140625,0.8541666666666666,0.8125,0.9138984127839165,0.8550595238095239,0.8127367424242425,0.3707485596666673,0.0020936829999999664,0.0005402773333349,0.0004840013333347333
openml__hayes-roth__146063,rtdl_FTTransformer,227034.0,0.8376175121044677,0.5757299196290356,1.1760354397847552,0.9252580861404391,0.8884479717813051,0.8897707231040565,0.7682291666666666,0.8541666666666666,0.7083333333333334,0.7659360095257979,0.8441787379287379,0.6998503947033358,4.712326560666667,0.045700899333332,0.04441650300000074,0.04474569133333257
openml__hayes-roth__146063,rtdl_MLP,240838.66666666666,3.309228656236639,3.1994202014272264,3.7728088732117158,0.5533982738394503,0.5458553791887125,0.4325396825396826,0.671875,0.7083333333333334,0.5416666666666666,0.5995524746579478,0.6387605042016807,0.4822525948638565,4.3340717603333205,0.0465452543333372,0.045683496666684996,0.0453688316666583
openml__hayes-roth__146063,rtdl_ResNet,255680.33333333334,0.43052165533848097,0.7223106768941818,1.066917484152801,0.9815468409586057,0.9193121693121693,0.9012345679012346,0.8828125,0.8541666666666666,0.75,0.8816167177261028,0.8523351648351648,0.7475198412698413,4.00092168499999,0.044226405000014596,0.044807013000031704,0.045125906999964195
openml__heart-c__48,CatBoost,7323.0,0.27755409861895824,0.33691200216684924,0.34926665137763874,0.9652606110621379,0.9383753501400559,0.9299719887955181,0.9046843386715132,0.9014336917562723,0.8709677419354839,0.9046843386715132,0.9014336917562723,0.8709677419354839,0.3039395986666688,0.0012719936666644668,0.0006934949999997999,0.0007316746666677001
openml__heart-c__48,DANet,19746.666666666668,0.36472448589551165,0.42183853482341854,0.30677156466289707,0.9285783354485644,0.9343891402714931,0.9705882352941176,0.8508167301075638,0.9336917562724015,0.881720430107527,0.8508167301075638,0.9336917562724015,0.881720430107527,24.07075239733329,0.039485199333337065,0.035512054666684834,0.0356139609999992
openml__heart-c__48,DecisionTree,33267.0,0.2850272666305616,1.9249331816820636,2.540079748491476,0.934487019983203,0.8165266106442576,0.8137254901960783,0.8812397837294103,0.8043010752688172,0.8172043010752689,0.8812397837294103,0.8043010752688172,0.8172043010752689,0.0008670886666666333,0.0002741506666666333,0.0001185016666666,0.00010786533333306667
openml__heart-c__48,KNN,55977.333333333336,0.5733854849749601,0.6553036895146644,0.6086423128010076,0.7621403846594687,0.674100409394527,0.7394957983193278,0.7002389035584056,0.6842293906810036,0.6666666666666666,0.7002389035584056,0.6842293906810036,0.6666666666666669,0.0006127056666665333,0.005898910000000067,0.0033427340000001,0.0032468379999998666
openml__heart-c__48,LightGBM,70536.0,0.35474249100826544,0.36645873461242867,0.5207772793870333,0.9458667550270604,0.9432234432234433,0.884453781512605,0.8840746202119268,0.8903225806451612,0.8172043010752689,0.8840746202119268,0.8903225806451612,0.8172043010752689,0.02439781333333323,0.0005461083333333,0.00018115599999996666,0.00016333200000016664
openml__heart-c__48,LinearModel,85614.0,0.34338576917337554,0.3413655330557952,0.2690413763555704,0.9291566375535841,0.9347123464770523,0.9663865546218487,0.8660139684281517,0.8799283154121863,0.9247311827956989,0.8660139684281517,0.8799283154121863,0.9247311827956989,0.012934936666666565,0.0007399653333331667,0.0002666126666667,0.00019245666666656668
openml__heart-c__48,MLP,100541.66666666667,0.42686765960358203,0.46960377886851307,0.4740501465976879,0.8826315559139987,0.858974358974359,0.8389355742296919,0.7996410731227782,0.8261648745519713,0.7526881720430106,0.7996410731227782,0.8261648745519713,0.7526881720430106,5.022507017999999,0.040672134666673763,0.04051903566662903,0.03989542299998063
openml__heart-c__48,NODE,117362.0,0.4411875043317,0.46062148259318425,0.45947764381285633,0.9404111259073092,0.9305106658047834,0.9607843137254902,0.9047014848599156,0.8906810035842293,0.8709677419354837,0.9047014848599155,0.8906810035842293,0.8709677419354837,58.95026119199944,0.11199416399964923,0.0731187763337099,0.06480931233303026
openml__heart-c__48,RandomForest,128068.33333333333,0.28324542613094467,0.37488176306806903,0.4102356544890577,0.9680824127389013,0.9427925016160311,0.9243697478991598,0.9171781946206692,0.9125448028673836,0.8279569892473119,0.9171781946206692,0.9125448028673836,0.8279569892473119,0.05724954433333094,0.010630821333333965,0.0082126543333333,0.007886072999999234
openml__heart-c__48,SAINT,138241.33333333334,0.34356443737562253,0.26751544976400005,0.32888351062372806,0.9304776671188885,0.9532428355957766,0.9383753501400559,0.8591783546517608,0.9344086021505377,0.8602150537634409,0.8591783546517608,0.9344086021505377,0.8602150537634409,18.926736477333453,0.08624314333336607,0.07683561733325674,0.07994439733336729
openml__heart-c__48,STG,147364.33333333334,0.5672462046983234,0.5787662275682961,0.5816496393933732,0.7744646798081911,0.8021978021978021,0.757703081232493,0.7153104031640433,0.7068100358422938,0.6236559139784946,0.7153104031640433,0.706810035842294,0.6236559139784946,3.9782011473333605,0.0022923206666405,0.0009958566666436002,0.0009458600000678666
openml__heart-c__48,SVM,159300.33333333334,0.3683196965118685,0.4204127243614985,0.598484632762471,0.939648183922993,0.896574014221073,0.8907563025210083,0.8770103905901717,0.8688172043010752,0.8602150537634409,0.8770103905901717,0.8688172043010752,0.8602150537634409,1.213178045999939,0.0030674006666231,0.0005391946663924667,0.0005153399999168
openml__heart-c__48,TabNet,171161.66666666666,1.778603464895261,0.7886306231461878,3.3699267578728187,0.8676207088420829,0.9132730015082956,0.7366946778711485,0.802493055793697,0.9017921146953404,0.6881720430107526,0.8024930557936972,0.9017921146953404,0.6881720430107526,8.767091403333344,0.026676341666624567,0.012500087333364699,0.012421174666674932
openml__heart-c__48,TabPFNModel,180561.0,0.21040907526527539,0.3532086377811541,0.26619348142130833,0.9788483139628178,0.9278172807584572,0.9649859943977591,0.9143433581381526,0.8906810035842293,0.903225806451613,0.9143433581381525,0.8906810035842293,0.903225806451613,0.0005938793333334667,0.6113656043333334,0.2643117543333335,0.26038240133333385
openml__heart-c__48,VIME,199258.66666666666,0.6400711612568905,0.6312522030111709,0.6328392233899844,0.724676723913365,0.7731092436974789,0.7689075630252101,0.6574477327023536,0.6953405017921147,0.6774193548387096,0.6574477327023536,0.6953405017921147,0.6774193548387096,2.64684134833332,0.045362702999985495,0.04484679033335693,0.045564733333340664
openml__heart-c__48,XGBoost,213448.33333333334,0.1739417743385041,0.4525514167091746,0.36021996238481707,0.9838422391857505,0.9127343244990304,0.9355742296918766,0.9598893499308437,0.8691756272401433,0.8279569892473119,0.9598893499308437,0.8691756272401433,0.8279569892473119,0.0422483056666654,0.0009776210000011,0.00044730633333376664,0.00039965066666819996
openml__heart-c__48,rtdl_FTTransformer,227126.0,0.3895521489987965,0.2821235266637631,0.3475590999168093,0.9012305852000507,0.9589528118939884,0.9271708683473389,0.8274636215036063,0.9014336917562723,0.8602150537634409,0.8274636215036065,0.9014336917562723,0.8602150537634409,6.5787672696666535,0.05399037366664607,0.050651187000015634,0.04980022999997513
openml__heart-c__48,rtdl_MLP,240931.0,0.35519096472958744,0.3143047685674842,0.35800605594250623,0.9221499084094503,0.9333117862529626,0.9201680672268907,0.8370197638398317,0.9129032258064517,0.8602150537634409,0.8370197638398317,0.9129032258064517,0.8602150537634409,4.352048428000036,0.045577498666659666,0.045666495999986005,0.04597661433335997
openml__heart-c__48,rtdl_ResNet,255767.66666666666,0.32804801342908113,0.3848652502782242,0.4018642708098376,0.9477537912652415,0.9077784960137901,0.9131652661064426,0.8660425454088223,0.9014336917562723,0.8387096774193549,0.8660425454088223,0.9014336917562723,0.8387096774193549,6.224371675999994,0.04470935066666467,0.04326261933332864,0.044825269666678935
openml__heart-h__50,CatBoost,7429.0,0.27682134988485213,0.3300004197996442,0.4052101241420747,0.956931216931217,0.9409888357256778,0.8692185007974481,0.8789173789173789,0.9333333333333332,0.8555555555555556,0.8789173789173789,0.9333333333333332,0.8555555555555556,1.5595358229999954,0.0011835213333265665,0.0006586873333370335,0.0006275776666697332
openml__heart-h__50,DANet,19837.666666666668,0.4074797998063593,0.38722604195483856,0.44045146509306504,0.8847619047619047,0.8995215311004784,0.8708133971291866,0.8262108262108262,0.9222222222222222,0.8333333333333334,0.8262108262108262,0.9222222222222222,0.8333333333333334,22.43851591933344,0.044172774333371,0.0410694926665655,0.04153717866673404
openml__heart-h__50,DecisionTree,33363.0,0.20125477797091096,2.576674573246109,4.165587471732744,0.946626984126984,0.8413078149920256,0.7384370015948963,0.915954415954416,0.8333333333333334,0.7333333333333334,0.915954415954416,0.8333333333333334,0.7333333333333334,0.0008268023333332335,0.00026160300000003335,0.00011772699999993334,0.0001067696666668
openml__heart-h__50,KNN,56073.0,0.5338791909896945,1.0059972293876198,1.7337492616072676,0.7712169312169314,0.6339712918660287,0.6371610845295056,0.7336182336182336,0.6888888888888888,0.6444444444444444,0.7336182336182336,0.6888888888888888,0.6444444444444444,0.00047861766666643335,0.0057642703333332665,0.003108284999999667,0.0031289556666672
openml__heart-h__50,LightGBM,70630.0,1.948755429745721,1.3860983099390405,3.8019046703774735,0.9239021164021164,0.8955342902711324,0.7511961722488039,0.9045584045584046,0.8666666666666667,0.7333333333333334,0.9045584045584046,0.8666666666666667,0.7333333333333334,0.018368920666667034,0.0004561243333339,0.00017114799999966667,0.0014976079999998665
openml__heart-h__50,LinearModel,85704.0,0.3826718941821175,0.43324810104817907,0.46107834792161695,0.8910846560846561,0.8771929824561404,0.8548644338118022,0.839031339031339,0.7888888888888889,0.7888888888888889,0.839031339031339,0.7888888888888889,0.7888888888888889,0.011858007999999967,0.0006939756666666334,0.00026558199999996665,0.00018946566666663335
openml__heart-h__50,MLP,100638.66666666667,0.4815634811687432,0.5023927483914626,0.6002817148446209,0.8172222222222222,0.8149920255183414,0.7240829346092504,0.7735042735042735,0.8222222222222223,0.6777777777777777,0.7735042735042735,0.8222222222222223,0.6777777777777777,3.778088524666657,0.041917343000041705,0.041462571333321735,0.04122288966667986
openml__heart-h__50,NODE,117448.66666666667,0.4513382508374347,0.4657390971978505,0.51629685262839,0.9234656084656084,0.8915470494417863,0.84688995215311,0.8703703703703703,0.8555555555555556,0.7777777777777778,0.8703703703703702,0.8555555555555556,0.7777777777777778,40.56839365300008,0.07081130999995364,0.04770385799990127,0.0418291933331905
openml__heart-h__50,RandomForest,128152.66666666667,0.30973730585973785,0.37232983261430547,0.4366558523874066,0.9482275132275132,0.9035087719298245,0.8532695374800637,0.8789173789173789,0.888888888888889,0.8333333333333334,0.8789173789173789,0.888888888888889,0.8333333333333334,0.05682496633333397,0.011549532333334568,0.008365872666667867,0.008269553666667134
openml__heart-h__50,SAINT,138294.33333333334,0.30637351359191617,0.297531681567327,0.42078141803439295,0.9419973544973544,0.945773524720893,0.9011164274322169,0.8561253561253562,0.9111111111111111,0.8222222222222223,0.8561253561253562,0.9111111111111111,0.8222222222222223,21.67246820000012,0.07733580233330876,0.07247626866671904,0.07013348399996504
openml__heart-h__50,STG,147453.33333333334,0.5699384146425713,0.5705629730390178,0.5539887613720365,0.7445238095238095,0.7488038277511961,0.6969696969696969,0.727920227920228,0.7222222222222222,0.7333333333333334,0.727920227920228,0.7222222222222222,0.7333333333333334,4.265562824666621,0.002144737999932,0.0008691113333630001,0.0008340859999880334
openml__heart-h__50,SVM,159396.66666666666,0.39558828365488047,0.45696485432104295,0.4615978668476264,0.8976984126984128,0.84688995215311,0.8516746411483253,0.8461538461538461,0.8111111111111112,0.7999999999999999,0.8461538461538461,0.8111111111111112,0.7999999999999999,0.3045185306670343,0.0035747349999533996,0.0007422629999685334,0.0006374403331695333
openml__heart-h__50,TabNet,171240.33333333334,4.190377955123037,1.1178196045360533,4.974796643901496,0.7796296296296297,0.9362041467304625,0.733652312599681,0.7735042735042734,0.9111111111111111,0.7444444444444445,0.7735042735042734,0.9111111111111111,0.7444444444444445,9.764824764666665,0.04060592266663807,0.0187662239999326,0.019270889333294332
openml__heart-h__50,TabPFNModel,180651.0,0.19030659493361402,0.40875118135008964,0.4639681362133059,0.9822751322751322,0.8995215311004784,0.8644338118022329,0.9330484330484331,0.8222222222222223,0.8111111111111112,0.9330484330484331,0.8222222222222223,0.8111111111111112,0.0005576009999993333,0.5871125820000005,0.23800377966666622,0.2384536056666662
openml__heart-h__50,VIME,199349.33333333334,0.6096250327606487,0.6151632150014241,0.6318012432919609,0.7138095238095238,0.733652312599681,0.645933014354067,0.6866096866096866,0.6999999999999998,0.6555555555555556,0.6866096866096866,0.6999999999999998,0.6555555555555556,2.963282092666688,0.04531791033336966,0.0438414753333429,0.04343204266669134
openml__heart-h__50,XGBoost,213540.33333333334,0.23619213942842995,0.4417149404581222,0.4357953077453809,0.9746164021164022,0.8811802232854865,0.8636363636363636,0.9259259259259259,0.8222222222222223,0.8000000000000002,0.9259259259259259,0.8222222222222223,0.8000000000000002,0.030491530666666333,0.0023600243333341997,0.0018271256666662333,0.00042497066666583326
openml__heart-h__50,rtdl_FTTransformer,227223.0,0.2640996150277088,0.2742360781671272,0.4107932833902952,0.9548941798941799,0.9617224880382774,0.8995215311004786,0.8703703703703703,0.9333333333333332,0.8333333333333334,0.8703703703703703,0.9333333333333332,0.8333333333333334,7.873845526666666,0.05767245166666627,0.055987218000007936,0.0546327810000235
openml__heart-h__50,rtdl_MLP,241021.0,0.2945575313414297,0.39078337430945437,0.4193357522353735,0.9450264550264551,0.9186602870813396,0.8947368421052632,0.8618233618233617,0.9111111111111111,0.8555555555555556,0.8618233618233617,0.9111111111111111,0.8555555555555556,5.165070968333396,0.046358769000012935,0.04448722266666507,0.0443073086666269
openml__heart-h__50,rtdl_ResNet,255862.66666666666,0.2834571925729306,0.34646836765330385,0.4409833743812568,0.9509788359788359,0.9218500797448166,0.8867623604465709,0.8789173789173789,0.9111111111111111,0.8666666666666667,0.8789173789173789,0.9111111111111111,0.8666666666666667,3.624829706333354,0.044455579333327166,0.04365651566672563,0.0439312573333161
openml__helena__168329,DecisionTree,33464.333333333336,2.647544500486973,6.926667930906465,6.963066386577293,0.8853827894246017,0.740701747113786,0.735396955410955,0.3351164455351892,0.2745398773006135,0.27162576687116563,0.302545849628826,0.24091143391611847,0.2384142309574284,10.837947701666963,0.08360722866624803,0.010694613666601,0.010331841666508466
openml__helena__168329,KNN,56163.0,2.4489967868520197,12.22981081163484,12.182750762527947,0.932966592938914,0.6660824421625671,0.6670818961561085,0.2804279469284454,0.24585889570552144,0.24304703476482614,0.23318994222340897,0.1996281410782995,0.19685662410722127,0.46778908366650285,45.813061154999254,5.566017695332145,5.573234075999305
openml__helena__168329,MLP,100709.66666666667,22.08324710864396,22.120870778678423,22.130873869965246,0.5613428878091898,0.5612933159508393,0.5597479866973076,0.2578226857887875,0.2534253578732106,0.25194274028629854,0.16876021469007588,0.16558684121560488,0.16477586593329147,164.45968935766663,0.3770282260005236,0.11715716033328737,0.11298950133368633
openml__helena__168329,SAINT,138327.0,2.2716819461032887,2.6234577832210384,2.6214853972308294,0.9166653513643072,0.8662324984998522,0.8642937614013819,0.4260679499961653,0.3677914110429447,0.36932515337423305,0.40162005342013346,0.3417963198174842,0.3427138965455529,4033.2726214286668,2.2763888930009366,0.3652893486675263,0.36604565066712286
openml__helena__168329,STG,147503.0,3.233990842924994,3.2703904307312155,3.2702431495288096,0.7730382874337517,0.7611019350112844,0.7604537079495755,0.24929058976915405,0.2462167689161554,0.24585889570552144,0.17875037485735393,0.1765404190567347,0.17712071822635878,779.9057139426677,0.3133334463333691,0.029936772666890932,0.028252104000178635
openml__helena__168329,TabNet,171295.0,2.367962068742898,2.6786420706835785,2.673687961221822,0.9086236898213119,0.8598705506708301,0.8586556844504608,0.40215890789170944,0.3607361963190184,0.36012269938650304,0.3747946638273394,0.33208284938280414,0.33069470318441774,312.5185861873336,2.198759204001059,0.27262626066658413,0.27025968900125
openml__helena__168329,VIME,199414.33333333334,19.804240244522646,19.77954050025012,19.939992856541,0.5722872627338749,0.57063220287722,0.5694234953260339,0.2574583940486233,0.25567484662576684,0.25056237218813904,0.18754435628524938,0.1859115617521442,0.18231551082582179,371.39782381033257,0.4261839726677105,0.1146555806664461,0.11251459399970064
openml__helena__168329,rtdl_FTTransformer,227280.33333333334,14.516222016578793,14.515629531448544,14.520075034991935,0.5533935101070516,0.5526860242589077,0.5530853459291034,0.2010123475726666,0.2031186094069529,0.20056237218813902,0.1204743408005287,0.1223945793024213,0.12037317604947746,410.8369137163333,2.063408923666733,1.1329299933334671,1.15449678033292
openml__helena__168329,rtdl_MLP,241102.0,22.09094804287909,22.145024583445664,22.13372237524483,0.5561390599834436,0.5562475444126603,0.5556689236617185,0.25733696346856866,0.2496932515337423,0.24867075664621674,0.16559017113306743,0.16126585442895058,0.1601752889631243,171.83854839266618,0.4142367626664054,0.13431797166776957,0.13043194899970934
openml__helena__168329,rtdl_ResNet,255933.66666666666,14.559666377766225,14.6932139027679,14.681127538495344,0.6200540348075722,0.6175343757834378,0.6173017985119619,0.35937060613032695,0.3343558282208589,0.33108384458077705,0.27378813742032665,0.2556000264975879,0.25263829635826734,241.07469785733358,0.5399243436668257,0.1389940963331355,0.13290552633391897
openml__hepatitis__54,CatBoost,7502.333333333333,0.21305074130486104,0.29926490744066325,0.28778192746994025,0.9697624712057702,0.8643162393162394,0.9316239316239318,0.9349593495934959,0.9166666666666666,0.875,0.9349593495934959,0.9166666666666666,0.875,0.2939033320000017,0.0011885849999971,0.0006885936666632666,0.0006797676666592333
openml__hepatitis__54,DANet,19926.666666666668,1.9384597733686117,1.7973572882256128,1.7709905819695777,0.745608064002762,0.6452991452991453,0.5555555555555556,0.8211382113821138,0.8541666666666666,0.7916666666666666,0.8211382113821138,0.8541666666666666,0.7916666666666666,11.020885482333322,0.0424971183332753,0.039071423666678436,0.0379439936666597
openml__hepatitis__54,DecisionTree,33537.333333333336,0.0774990733668419,4.4350402495489645,5.071141141007978,0.9848004229447529,0.6944444444444445,0.764957264957265,0.964769647696477,0.8333333333333334,0.8333333333333334,0.964769647696477,0.8333333333333334,0.8333333333333334,0.0007302313333333001,0.00023398866666656665,0.0001165123333332,0.0001023593333334
openml__hepatitis__54,KNN,56244.666666666664,0.4505643147970455,0.5167174448695792,1.1486953178821422,0.7319194894452626,0.5592948717948718,0.5982905982905984,0.7886178861788617,0.7916666666666666,0.7916666666666666,0.7886178861788617,0.7916666666666666,0.7916666666666666,0.0005811556666667,0.0044807430000000335,0.0031174529999997667,0.0035439113333334336
openml__hepatitis__54,LightGBM,70720.0,2.6044140776105724,1.599920478083123,2.4285260834610463,0.8043410099963855,0.8995726495726496,0.7478632478632479,0.8428184281842818,0.8958333333333334,0.8125,0.8428184281842818,0.8958333333333334,0.8125,0.012709072999999868,0.0017141029999990667,0.0001596446666664,0.0001425506666666
openml__hepatitis__54,LinearModel,85794.0,0.24796373878994724,0.5172407555110136,0.41887752660245203,0.934300172091041,0.7350427350427351,0.7948717948717948,0.905149051490515,0.8333333333333334,0.7916666666666666,0.905149051490515,0.8333333333333334,0.7916666666666666,0.013390719999999967,0.0008084360000000667,0.0002877453333335333,0.00036460199999979997
openml__hepatitis__54,MLP,100768.33333333333,0.426900872559385,0.4486216888083921,0.42844669229816645,0.7814041334218066,0.7489316239316239,0.8632478632478634,0.8048780487804877,0.8333333333333334,0.7708333333333334,0.8048780487804877,0.8333333333333334,0.7708333333333334,3.1350758336666664,0.03976754899998677,0.03820973899999553,0.03945266866666583
openml__hepatitis__54,NODE,117542.0,0.4349633413278637,0.4832731330146392,0.47473716487487155,0.9370290288994264,0.6901709401709403,0.8376068376068377,0.8997289972899729,0.8541666666666666,0.7916666666666666,0.8997289972899729,0.8541666666666666,0.7916666666666666,13.511497342000082,0.03804526900011967,0.03242610300000943,0.0323844656667085
openml__hepatitis__54,RandomForest,128241.0,0.1673479046580718,0.40108325843122605,0.3548314921621661,0.9791793037595689,0.7788461538461539,0.8974358974358975,0.959349593495935,0.9166666666666666,0.8125,0.959349593495935,0.9166666666666666,0.8125,0.016305601000000235,0.004557176999999933,0.0037857866666653997,0.0041043346666663335
openml__hepatitis__54,STG,147546.0,0.3789010371376828,0.47391656192485243,0.5086756102585545,0.8536148289609261,0.6800213675213675,0.5982905982905983,0.8319783197831979,0.8541666666666666,0.7708333333333334,0.8319783197831979,0.8541666666666666,0.7708333333333334,2.5469010569999946,0.0018456736666507335,0.0009040936666526667,0.0008854723333418333
openml__hepatitis__54,SVM,159474.0,0.5164775635977961,0.5122515665270662,0.4868088620102288,0.1489120501491635,0.43002136752136755,0.282051282051282,0.7913279132791328,0.7916666666666666,0.8125,0.7913279132791328,0.7916666666666666,0.8125,0.004389859333333267,0.0008999493333332001,0.00022241599999996665,0.00019225800000003334
openml__hepatitis__54,TabNet,171333.0,6.347578717621476,1.5044601690531945,4.139246676045028,0.5790942292856873,0.8643162393162394,0.6709401709401709,0.7181571815718156,0.9375,0.7708333333333334,0.7181571815718159,0.9375,0.7708333333333334,3.9121157796666353,0.0226525333333332,0.020395072666663766,0.019914254333305768
openml__hepatitis__54,TabPFNModel,180741.0,0.08552090221477116,0.39184510195142747,0.3291106797138733,1.0,0.8883547008547009,0.888888888888889,0.9945799457994581,0.875,0.8541666666666666,0.9945799457994581,0.875,0.8541666666666666,0.0005090789999997666,0.4568775320000003,0.17328436433333447,0.17196133500000002
openml__hepatitis__54,VIME,199456.0,0.666859112215559,0.6627040194968382,0.6616261452436447,0.5318016691212567,0.6244658119658121,0.5555555555555557,0.7452574525745258,0.7916666666666666,0.8125,0.7452574525745258,0.7916666666666666,0.8125,1.687395245333341,0.0422874013333315,0.041794716333329235,0.041996015000005195
openml__hepatitis__54,XGBoost,213618.0,0.13957963114589206,0.38401371287181973,0.33607168914750213,0.999867829764737,0.8573717948717948,0.8803418803418804,0.986449864498645,0.875,0.875,0.986449864498645,0.875,0.875,0.2187079396666667,0.0009888623333328334,0.0004388693333332,0.0017302066666665002
openml__hepatitis__54,rtdl_FTTransformer,227322.66666666666,0.31317660800335284,0.3437948094991346,0.38592419123354677,0.8851848495147464,0.8792735042735044,0.8632478632478633,0.8644986449864499,0.8958333333333334,0.8541666666666666,0.8644986449864499,0.8958333333333334,0.8541666666666666,5.039453204666675,0.055680113333357505,0.05366613999996217,0.053303673666661035
openml__hepatitis__54,rtdl_MLP,241174.33333333334,0.269475991244909,0.4211812663084326,0.4295563198630627,0.9169590056482546,0.781517094017094,0.7863247863247865,0.888888888888889,0.8541666666666666,0.7708333333333334,0.888888888888889,0.8541666666666666,0.7708333333333334,4.082920202333341,0.04821457466663814,0.04659600933332436,0.045746835333341396
openml__hepatitis__54,rtdl_ResNet,255985.66666666666,0.2459309770666355,0.43211512263709057,0.490131907708322,0.9695039570150028,0.7777777777777778,0.8290598290598291,0.8943089430894308,0.9166666666666666,0.8125,0.8943089430894308,0.9166666666666666,0.8125,3.0227215219999763,0.044497257666679425,0.04447807399999817,0.0452072486666601
openml__higgs__146606,CatBoost,7605.333333333333,0.47072216836529984,0.5384581596500511,0.53930648477763,0.8705380179669691,0.8011149257228086,0.8005848489278252,0.7869964303926569,0.7250042495325514,0.7236443991160972,0.7869964303926569,0.7250042495325514,0.7236443991160972,5.746762270000015,0.1330079896666802,0.029216331999994766,0.029342728666658
openml__higgs__146606,DecisionTree,33633.0,0.5602888807081672,0.6476915984050536,0.6461439781057864,0.7791824519254235,0.7487877807804795,0.7458327047605038,0.7078828828828829,0.686724460309366,0.6828148903620601,0.7078828828828829,0.686724460309366,0.6828148903620601,5.687573979666619,0.0537258989999524,0.020240125666665134,0.009968563666670066
openml__higgs__146606,LightGBM,70808.33333333333,0.22045301522549043,0.5341962972196841,0.5354626065465705,0.9963903550966725,0.8064034678598692,0.8049002466398729,0.9754631990481046,0.7275199728029916,0.7242223355430903,0.9754631990481046,0.7275199728029916,0.7242223355430902,57.618407130999934,2.6084698246666753,0.4308616763333504,0.38155897333330785
openml__higgs__146606,LinearModel,85884.0,0.6384701295523291,0.6396184263784366,0.6411448133583021,0.6833946808435023,0.6811144659306579,0.6788650703268292,0.6416326704062554,0.6383137854835969,0.6385857555668877,0.6416326704062554,0.6383137854835969,0.6385857555668877,0.12592015566666673,0.030837839666666967,0.0100858513333331,0.0042387223333335
openml__higgs__146606,MLP,100856.66666666667,0.5200599897649926,0.5452986731965098,0.5480104279768884,0.8170892417517267,0.796311054683765,0.7929833197711874,0.7362612612612613,0.7188169301376849,0.715485296617372,0.7362612612612612,0.7188169301376849,0.715485296617372,234.13870378999945,0.4504388926658673,0.1034788533324899,0.10331441199984204
openml__higgs__146606,NODE,117595.0,0.5539184275767607,0.5669870187864201,0.5688491322228074,0.7954453354548326,0.780426938821452,0.7780508364937293,0.7234871664116946,0.7070202277749448,0.7063063063063063,0.7234871664116946,0.7070202277749448,0.7063063063063063,267.6885698473333,5.99451885933335,0.7577585333333255,0.7573404293333397
openml__higgs__146606,RandomForest,128344.0,0.5090304694391451,0.569671073541176,0.5708575489825282,0.8704471118185718,0.7849180688298273,0.7832308679614696,0.7866479687234404,0.710011898691144,0.706850246472888,0.7866479687234404,0.710011898691144,0.706850246472888,35.870925867333426,1.534197353333487,0.22526826299993744,0.2576295809999465
openml__higgs__146606,SAINT,138331.0,0.485043814944897,0.5443153582283361,0.5494803892685441,0.8447820234580078,0.7998012124495569,0.7962181983542926,0.7582440931497535,0.7194288628250893,0.7185109637939826,0.7582440931497535,0.7194288628250892,0.7185109637939826,3959.044151160337,3.042351725661623,0.4473062793404097,0.503784808005245
openml__higgs__146606,TabNet,171388.0,0.507211278786085,0.5356267341910481,0.5390260458242758,0.8291862139018051,0.8040647684183394,0.8013954400300612,0.7458907020227775,0.7241203467618562,0.7248002719700833,0.7458907020227775,0.7241203467618561,0.7248002719700833,358.34786733699974,3.3666963249985806,0.42204879799949896,0.4191714443344002
openml__higgs__146606,VIME,199519.66666666666,0.6206602506546505,0.6425423463835718,0.6428506039070973,0.7653264544345112,0.7224203680139468,0.7184922981844313,0.6689359170491246,0.6437191908890022,0.638721740608533,0.6689359170491246,0.6437191908890022,0.638721740608533,506.3903744793327,0.5053174876660099,0.10523690366668836,0.10526163199998938
openml__higgs__146606,XGBoost,213714.33333333334,0.4019200933195266,0.5337412630465107,0.5353968030653778,0.9172736255456617,0.8046624735355815,0.8035230981835073,0.8395546489886113,0.7271800101988782,0.7245962944076152,0.8395546489886113,0.727180010198878,0.7245962944076151,1.6226082603333414,0.40704203266663325,0.0573926069999591,0.05589084133333693
openml__higgs__146606,rtdl_FTTransformer,227385.33333333334,0.5398357118701365,0.5484853678237607,0.5481662337616157,0.7993210045188918,0.792158219018118,0.7918695875078988,0.7207164711881693,0.714125446200918,0.7137174910759816,0.7207164711881693,0.7141254462009178,0.7137174910759816,613.0259251303338,2.327311032666936,1.1880329653337565,1.175684141666352
openml__higgs__146606,rtdl_MLP,241268.33333333334,0.5388284034306826,0.5585542069384872,0.5625038860250033,0.8034968255017025,0.7835335368007392,0.7792359902143281,0.7242180860105388,0.711065782763896,0.7065782763895972,0.7242180860105387,0.711065782763896,0.7065782763895972,209.47826977633238,0.5303964366654933,0.11467436033338645,0.11279628833229553
openml__higgs__146606,rtdl_ResNet,256066.33333333334,0.49077244412123083,0.522595900979053,0.5261740452743097,0.8407138293075015,0.8149566113670189,0.8120273441912316,0.7569862315145334,0.7377528471868094,0.7329933707292198,0.7569862315145334,0.7377528471868094,0.7329933707292198,197.40736524500002,0.6887694876665288,0.1362009170003754,0.134394588999991
openml__hill-valley__145847,CatBoost,7697.0,0.6002399020001993,0.6705356264182862,0.6908003368259136,0.7873853534162586,0.6086117829735137,0.5632894383230315,0.7030847294501358,0.6017477306598021,0.5588899426455313,0.7030847294501358,0.6017477306598021,0.5588899426455313,12.078857835666648,0.0015599839999822002,0.0011629673333382999,0.0010346200000223
openml__hill-valley__145847,DANet,20029.666666666668,0.5102127831357225,0.5454773679111717,0.5234926534856792,0.9081007681114283,0.8929723192690137,0.9096374929081189,0.7784808904795355,0.7911981213024433,0.7861852504177392,0.7784808904795355,0.7911981213024433,0.7861852504177392,116.32508548699964,0.0938497343328587,0.04866896333320856,0.047070125000876296
openml__hill-valley__145847,DecisionTree,33732.666666666664,0.5083730019833151,4.282944468799916,4.581877634855355,0.7520684516656294,0.5983106393144019,0.5236488100570337,0.6629065879971895,0.5934155263514429,0.5204805130289482,0.6629065879971895,0.5934155263514429,0.5204805130289482,0.09943141133333244,0.0005687976666675,0.00019196266666726667,0.00014674766666656667
openml__hill-valley__145847,KNN,56350.0,0.6277182466967813,0.8846454988897353,0.7946938456373793,0.6811915508939155,0.5751985726656516,0.5302360476574397,0.6419359037902682,0.5715350223546944,0.5095967122792756,0.6419359037902682,0.5715350223546944,0.5095967122792756,0.0035359433333337666,0.0797739553333336,0.013183703666667134,0.012650639666665834
openml__hill-valley__145847,LightGBM,70896.33333333333,0.33016009930174084,0.7188011184506143,0.7810408916400174,0.8746367051401935,0.6745744871450329,0.5705007614440563,0.8522269388855198,0.6620376642731337,0.5559996387120083,0.8522269388855198,0.6620376642731337,0.5559996387120083,3.737098352666664,0.017416529000003633,0.0027413986666685666,0.0026600356666666002
openml__hill-valley__145847,LinearModel,85974.0,0.24412590969959247,0.6885794497809518,0.7231736012284359,0.989388792718087,0.9667681925408343,0.9715727552330616,0.9704147968758824,0.9367971819536649,0.9617034728808201,0.9704147968758824,0.9367971819536649,0.9617034728808201,0.04412292166666663,0.005057009333333234,0.00047746666666673333,0.0003536306666665667
openml__hill-valley__145847,MLP,100928.0,0.7743170067091317,0.6039895161225831,0.9065891516233647,0.8878129829859217,0.9204081937352564,0.862878855743677,0.8063436051257437,0.8406719956645441,0.7943819717292145,0.8063436051257437,0.8406719956645441,0.7943819717292148,5.837393232333322,0.04535586866667996,0.0391773776666468,0.038946979666718534
openml__hill-valley__145847,NODE,117631.0,0.6925268178819445,0.6921739211421304,0.6943519564898729,0.5318434575683838,0.5788042342261638,0.5411508256442414,0.5163395219719047,0.5797317436661699,0.509641873278237,0.5163395219719047,0.5797317436661699,0.509641873278237,24.95955825533365,0.10263003633336605,0.02072185200002957,0.020408803999795066
openml__hill-valley__145847,RandomForest,128437.33333333333,0.4776276041163345,0.678017986243081,0.6902791327100767,0.9872709400841285,0.6347875421780286,0.5735271283107886,0.9494281261903947,0.6400668382784627,0.5397642595854221,0.9494281261903947,0.6400668382784627,0.5397642595854221,0.3117156980000016,0.017978675333336466,0.011181476666667531,0.011031320666668601
openml__hill-valley__145847,SAINT,138367.0,0.6927164055488811,0.6909440810797322,0.691798652158662,0.5315831460416708,0.5781443160440741,0.5420630654841888,0.5111742371120246,0.5824188231043671,0.5314997967755047,0.5111742371120246,0.5824188231043671,0.5314997967755047,153.38111213466678,0.20991621566705967,0.09144360133359437,0.090842609667258
openml__hill-valley__145847,STG,147651.66666666666,0.6892860508967131,0.6852782348969417,0.6912192225069963,0.5539901638721624,0.6027979336498551,0.5132006031831348,0.5414733576226985,0.5768188592331662,0.5234159779614326,0.5414733576226985,0.5768188592331662,0.5234159779614326,15.715272594666734,0.005563986666705466,0.0013313903332345335,0.0012907636667022998
openml__hill-valley__145847,SVM,159582.0,0.4194061753796934,0.4837162451812218,0.5254420098092286,0.9815428935796796,0.923064289766789,0.9115918659858461,0.8572854283826716,0.8103463848620333,0.7889174908548977,0.8572854283826716,0.8103463848620333,0.7889174908548977,1.19801117066667,0.03395445799999187,0.0045309193333385,0.004423784666670334
openml__hill-valley__145847,TabNet,171430.0,0.7939968476522038,0.7099282498893391,0.9402606927031564,0.5417048716421756,0.6455940756666368,0.4934963719430261,0.5245897832084617,0.6181637537822336,0.5288127173373075,0.5245897832084617,0.6181637537822336,0.5288127173373075,21.939711591999956,0.15196317766668457,0.019272191666634766,0.019614167666607767
openml__hill-valley__145847,TabPFNModel,180831.0,0.6919641233842745,0.6916464114772731,0.692221612911832,0.5821861792714601,0.619928185374302,0.58264579414136,0.5748148358682944,0.6072799530325611,0.5589351036444926,0.5748148358682944,0.6072799530325611,0.5589351036444926,0.00048257599999983327,2.3732151616666677,1.549721022999999,1.7242958346666661
openml__hill-valley__145847,VIME,199568.33333333334,0.6961881548309723,0.6706869912463898,0.6938363191761803,0.5518009314640065,0.6007883185523605,0.5473409179133447,0.5290599757164965,0.5935058483493655,0.5370771801472248,0.5290599757164965,0.5935058483493655,0.5370771801472248,8.399190138666578,0.05410641400021626,0.04908692233326894,0.047844256999951464
openml__hill-valley__145847,XGBoost,213812.0,0.3298439960897052,0.6953479534211309,0.750055585121399,0.9140392727067029,0.6558078772134134,0.5525045537340619,0.8780043881997074,0.6429119812130244,0.5341642957142212,0.8780043881997074,0.6429119812130244,0.5341642957142212,2.273720084333339,0.007156141999999433,0.0022006373333074663,0.0007896333333310999
openml__hill-valley__145847,rtdl_FTTransformer,227442.66666666666,0.3726830529659535,0.3823964246864368,0.40737634081379515,0.9432301301093738,0.9450670369375018,0.918989817552032,0.8623970986761543,0.8955877704014813,0.8302398049044845,0.8623970986761543,0.8955877704014813,0.8302398049044845,43.338333264666744,0.17511658766685886,0.061792067333650835,0.06299219366655953
openml__hill-valley__145847,rtdl_MLP,241339.0,0.5827030946859167,0.7366046687610979,1.0064749003588755,0.8767684891821087,0.8657603989369643,0.8517662516050045,0.7771013375387928,0.785756220927607,0.7588628460461546,0.7771013375387928,0.785756220927607,0.7588628460461546,7.214868901666667,0.05449554899996654,0.048525106666678135,0.049103900000015195
openml__hill-valley__145847,rtdl_ResNet,256137.33333333334,0.5776605625373189,0.5735579093082884,0.5931091246857393,0.944387091001552,0.9448833945474632,0.9305772044551944,0.7609277809768319,0.7884433003658041,0.7725014677324662,0.7609277809768321,0.7884433003658042,0.7725014677324662,9.738044661666672,0.0539416333332667,0.046346484000044506,0.0475611026666058
openml__house_16H__3686,CatBoost,7789.0,0.22001207128337782,0.24562653040589177,0.2540205154508637,0.9642945293653149,0.9540460576952681,0.9508654290200425,0.9099454991038444,0.8970308614889572,0.8904490273511775,0.9099454991038444,0.8970308614889572,0.8904490273511775,1.0622240200000022,0.020503341333338133,0.011124860666669132,0.0099213513333561
openml__house_16H__3686,DANet,20082.333333333332,0.31509322640362547,0.3223901970648977,0.3280065954317189,0.9315955588257142,0.9277154336381269,0.9245637449585912,0.8675152712242583,0.8664618984934913,0.8556384379113645,0.8675152712242583,0.8664618984934913,0.8556384379113645,521.2600613716671,0.7286302200006958,0.10797328500079094,0.10774963499928464
openml__house_16H__3686,DecisionTree,33826.666666666664,0.21220470949947348,1.0459122894020554,1.1348095238523437,0.9615465636597543,0.8853574397339984,0.8767048428311938,0.9186693002670179,0.8699722100336404,0.8585636975281558,0.9186693002670179,0.8699722100336404,0.8585636975281558,0.7409108780000011,0.007884029666662634,0.0028874943333351,0.0009374466666684667
openml__house_16H__3686,KNN,56438.333333333336,0.46954003239534586,0.6613823720947389,0.6920341463547542,0.8101988277013251,0.7689892552569194,0.7652116622025185,0.7654266798346684,0.7466725171859002,0.7390668421822437,0.7654266798346683,0.7466725171859002,0.7390668421822437,0.06355553433333701,0.550128359666663,0.08712890366667614,0.5560043793333401
openml__house_16H__3686,LightGBM,70993.33333333333,0.05948746369630283,0.25087411501476814,0.2681798099912567,0.9988407898573305,0.9561423601490103,0.9519001878020997,0.9896301986173599,0.8990785432207108,0.8889863975427819,0.9896301986173599,0.8990785432207109,0.8889863975427819,11.14574696233336,0.5293018173333147,0.07638237133331903,0.08174215466666128
openml__house_16H__3686,LinearModel,86064.0,0.6119253167922291,0.6105997275564968,0.6116683655665974,0.7561614970961547,0.7541088636433608,0.7529275576490871,0.58078203299316,0.5803715079713325,0.5784700892204183,0.58078203299316,0.5803715079713325,0.5784700892204184,0.03748648966666677,0.007794469666666766,0.004638702666666667,0.009896193666666567
openml__house_16H__3686,MLP,101026.0,0.43507543462857945,0.44260499097915695,0.44367588206873293,0.8491176225716145,0.8428738339336843,0.8410547704812044,0.7957862394381653,0.7898200965335672,0.7861635220125786,0.7957862394381653,0.7898200965335672,0.7861635220125786,58.33380117366695,0.13789609633325497,0.06015205933370751,0.05924115066659393
openml__house_16H__3686,NODE,117688.0,0.277358305272098,0.28698374768202806,0.2940624174871029,0.9488744632825302,0.945415319725378,0.9424283427234385,0.8980942975236842,0.8916191311978938,0.887962556676905,0.8980942975236842,0.8916191311978938,0.887962556676905,247.0490070126667,1.3956045249999913,0.17440728166663647,0.1748257266666541
openml__house_16H__3686,RandomForest,128529.33333333333,0.16413716178347407,0.2669737202817207,0.2772035570576579,0.9892989498391275,0.9490883901357717,0.9436070318032082,0.9547532828559934,0.8945443908146848,0.8856223489834724,0.9547532828559934,0.8945443908146848,0.8856223489834724,4.183547033666673,0.2575698793333245,0.08826657900000369,0.08743489066668053
openml__house_16H__3686,SAINT,138426.0,0.25120015979153587,0.2867180849639788,0.2966298204968498,0.952303501728006,0.9386010282934638,0.9346470244142729,0.8894436519258203,0.8765540441714202,0.869533421091122,0.8894436519258203,0.8765540441714202,0.869533421091122,413.44446377566663,0.8001888140000423,0.160784820999955,0.1575931926672637
openml__house_16H__3686,STG,147705.0,0.5934451033910975,0.5926233334184844,0.593282975963687,0.7364706821501431,0.7357233459560973,0.7318483113204642,0.7040491605398881,0.7038174637999123,0.7038174637999123,0.7040491605398881,0.7038174637999123,0.7038174637999123,223.802809443,0.10694650899998233,0.0092943043333188,0.009154226666671135
openml__house_16H__3686,TabNet,171497.66666666666,0.25870529997374797,0.2777785346850517,0.28341344403430874,0.9500808471382722,0.9425365598349803,0.9396899725993658,0.8880719850762646,0.8794793037882113,0.877577885037297,0.8880719850762646,0.8794793037882113,0.8775778850372972,147.86130009766688,1.2129621790002905,0.15250417100044913,0.15728920266701604
openml__house_16H__3686,VIME,199663.66666666666,0.5880435010561832,0.587242665621674,0.5893150312338138,0.784159453381902,0.7758592715741511,0.7764791724392722,0.7268371191338381,0.7244405440982887,0.7232704402515724,0.7268371191338382,0.7244405440982887,0.7232704402515724,176.29486129966608,0.1658112680003493,0.06536720266679667,0.06619776733289953
openml__house_16H__3686,XGBoost,213910.33333333334,0.07123547552179839,0.26106587754544247,0.27529805529466284,0.9927345330323,0.9548469874695976,0.9509848834703365,0.9767365302315373,0.9014187509141437,0.8917653941787332,0.9767365302315373,0.9014187509141437,0.8917653941787335,1.2950632409999976,0.11673671866665691,0.013458149333342065,0.017012414666663
openml__house_16H__3686,rtdl_FTTransformer,227529.0,0.24318230226886053,0.26174156481657884,0.26981083141855294,0.9552614170643409,0.9479166281826298,0.9448677688494813,0.896740919565456,0.8954219686997221,0.886061137925991,0.8967409195654558,0.8954219686997221,0.886061137925991,172.4784440896668,0.5382316916666241,0.10965864366638313,0.10967832633347517
openml__house_16H__3686,rtdl_MLP,241434.0,0.44043525654607213,0.44838090188123375,0.448025473449809,0.8482899335173067,0.8411683753579015,0.841368800221668,0.7942133947840082,0.7876261518209741,0.7898200965335672,0.7942133947840082,0.7876261518209741,0.7898200965335674,62.31754189499941,0.1476423326664644,0.05371667400000507,0.05392500333334733
openml__house_16H__3686,rtdl_ResNet,256232.33333333334,0.5861706816473932,0.5886784831032809,0.5880705378421116,0.8613653545733367,0.857921554139343,0.8533207105692558,0.8141848641135375,0.8158549071230071,0.8021061869240894,0.8141848641135375,0.8158549071230071,0.8021061869240894,84.14260340133387,0.21482632400056897,0.068607412333525,0.06956637600039049
openml__ilpd__9971,CatBoost,7879.0,0.4552724212868979,0.5428363838200246,0.5378424782837361,0.8909267769445322,0.7333697706724966,0.7170868347338936,0.8309658959804329,0.7614455484122346,0.7175141242937854,0.8309658959804329,0.7614455484122346,0.7175141242937854,0.6731684246666632,0.005545823000005533,0.0039406706666748,0.0012308313333353666
openml__ilpd__9971,DANet,20134.666666666668,0.43627818985427463,0.49735214528461175,0.5133222686121125,0.8399920438601479,0.7724374302566556,0.7366946778711485,0.7606965403725753,0.8183323592441067,0.6836158192090395,0.7606965403725753,0.8183323592441067,0.6836158192090395,40.69056110900002,0.04796115666658803,0.03626124666698157,0.03579013500014597
openml__ilpd__9971,DecisionTree,33913.0,0.1716878092931542,5.911534511090157,8.053764306542332,0.9637963445826476,0.6858702830725786,0.5978057889822596,0.9047441044810558,0.7272550165595169,0.632768361581921,0.9047441044810558,0.7272550165595169,0.632768361581921,0.011222039333333633,0.0015969373333325333,0.0007128176666674333,0.00035433166666716667
openml__ilpd__9971,KNN,56519.0,0.49709741757327097,0.5444778538409416,0.5432418752251839,0.7632677518536745,0.7247386759581881,0.7098506069094305,0.7349639269617118,0.7387492694330801,0.672316384180791,0.7349639269617119,0.7387492694330801,0.672316384180791,0.0009484886666665,0.02923041733333333,0.013452682333333202,0.008552671000000135
openml__ilpd__9971,LightGBM,71088.0,3.49720021853251,3.263624073995549,3.9544299520896935,0.8788128308578531,0.7716232834597253,0.6832399626517273,0.8888996569600197,0.7727449834404831,0.6553672316384181,0.8888996569600197,0.7727449834404831,0.6553672316384181,0.09557284399999995,0.0023422999999998333,0.0005916433333335334,0.0007614570000002667
openml__ilpd__9971,LinearModel,86154.0,0.4929058131870501,0.5149461720740877,0.5329969199080283,0.7680949134658709,0.7266630229327503,0.707749766573296,0.7306566985093913,0.6761153321644263,0.6553672316384181,0.7306566985093913,0.6761153321644263,0.6553672316384181,0.0241580376666666,0.0005587493333332667,0.0002510716666666,0.0002282089999999
openml__ilpd__9971,MLP,101109.33333333333,0.48063805405398424,0.4862735835939645,0.5149337394900061,0.7851631185492947,0.7646261756735214,0.7170868347338936,0.727084775485717,0.7612507305669199,0.7175141242937854,0.727084775485717,0.7612507305669199,0.7175141242937854,7.3769142310000575,0.046460310000062066,0.046273630666642335,0.04501298466671713
openml__ilpd__9971,NODE,117723.0,0.5525554939622198,0.5698102954800497,0.5728772617666061,0.7783402117580938,0.7307280635831569,0.7021475256769375,0.7163336256095497,0.7158581726086108,0.711864406779661,0.7163336256095497,0.7158581726086108,0.711864406779661,32.72110879966671,0.08760540899970924,0.0326192049997165,0.0289603153331275
openml__ilpd__9971,RandomForest,128606.0,0.45705108961878,0.5247080338441892,0.5243722436426724,0.8475117249689221,0.7262018628589647,0.7203548085901028,0.7607534573199809,0.7498538866160139,0.6892655367231638,0.7607534573199809,0.7498538866160142,0.6892655367231638,0.19888411666666614,0.053306261333333695,0.030325854333333166,0.028873269333334003
openml__ilpd__9971,SAINT,138455.33333333334,0.5091653980069816,0.5436965383798104,0.5794087626858178,0.7389391157621975,0.668784587005534,0.6806722689075629,0.7321026966326704,0.7158581726086108,0.7062146892655368,0.7321026966326704,0.7158581726086108,0.7062146892655368,33.0536560170002,0.08778357733338517,0.06657554066673294,0.06683756700005593
openml__ilpd__9971,STG,147765.0,0.562333714280328,0.5649922260571508,0.5727482966363093,0.6855353179069095,0.6848284029058779,0.6587301587301587,0.7141830879751412,0.7102084550944866,0.711864406779661,0.7141830879751412,0.7102084550944866,0.711864406779661,6.591279999000001,0.004439990666667067,0.0010340176666675334,0.0009498833333332333
openml__ilpd__9971,SVM,159652.33333333334,0.5627371066010585,0.5774855976515312,0.572847494412765,0.8056178064104506,0.7074764865295712,0.6769374416433239,0.7156167797314136,0.7102084550944866,0.7062146892655368,0.7156167797314135,0.7102084550944866,0.7062146892655368,14.169237457999813,0.0290091839997277,0.0037049126669211666,0.0033688590002389665
openml__ilpd__9971,TabNet,171562.66666666666,0.5872893832668883,0.5140829112678795,0.663187273209176,0.7515145478842372,0.8060508756348067,0.7170868347338937,0.7184841632439584,0.8069355152932008,0.6949152542372881,0.7184841632439584,0.8069355152932008,0.6949152542372881,8.898022936333291,0.03601049900013697,0.00888760266677,0.0086867203332682
openml__ilpd__9971,TabPFNModel,180921.0,0.4037962483667832,0.5111348422556447,0.515531261640964,0.8818523206601837,0.7434697456218259,0.7357609710550888,0.8101850569938622,0.710305864017144,0.6949152542372881,0.8101850569938622,0.710305864017144,0.6949152542372881,0.0006178019999995,0.935019541333333,0.4732964386666663,0.46541705833333386
openml__ilpd__9971,VIME,199737.0,0.5892490301926646,0.5855731478756733,0.5856203782756282,0.7525179178635106,0.7220514221948942,0.7264239028944912,0.7141830879751412,0.7102084550944866,0.711864406779661,0.7141830879751412,0.7102084550944866,0.711864406779661,5.2362519999999995,0.04125627933333333,0.039459524333333634,0.038683016333332966
openml__ilpd__9971,XGBoost,214000.66666666666,0.2741650852083439,0.5715882317267377,0.5902992360856868,0.9755938563801595,0.7276422764227641,0.7061157796451915,0.9377559339763409,0.7387492694330801,0.672316384180791,0.9377559339763409,0.7387492694330801,0.672316384180791,0.1677602116666662,0.0023596679999983,0.0007067226666673332,0.0016408400000011668
openml__ilpd__9971,rtdl_FTTransformer,227596.66666666666,0.4839486844198317,0.4928637249253956,0.5253846551565253,0.7770927690077976,0.7744187105736605,0.7250233426704016,0.7256357007706863,0.7613481394895772,0.7062146892655368,0.7256357007706863,0.7613481394895772,0.7062146892655368,6.875310974000019,0.0596298869999743,0.05415573200011057,0.054653749333376404
openml__ilpd__9971,rtdl_MLP,241517.0,0.5087311823977377,0.5123158092255989,0.5225553344211437,0.7535757063341083,0.7395527316617704,0.7380952380952381,0.7163320873136739,0.7271576076368595,0.6892655367231638,0.7163320873136739,0.7271576076368595,0.6892655367231638,3.2961806286666704,0.04427921133333249,0.04246847566667053,0.04114492366667116
openml__ilpd__9971,rtdl_ResNet,256307.0,0.4931770881120201,0.4982280465237125,0.523846943801867,0.777869839220505,0.7391428115961832,0.7408963585434174,0.7299367760395036,0.7671926748490162,0.7062146892655368,0.7299367760395034,0.7671926748490162,0.7062146892655368,4.97848373633333,0.056355232666611195,0.054658298333270204,0.053027868333380995
openml__ionosphere__145984,CatBoost,7960.0,0.0308155157009368,0.17862922917324872,0.20615622636093137,1.0,0.964975845410628,0.9649758454106281,0.9976190476190476,0.9714285714285714,0.9619047619047619,0.9976190476190476,0.9714285714285714,0.9619047619047619,2.938168489000018,0.0010110343333451,0.0007597503333679334,0.0007141036666666001
openml__ionosphere__145984,DANet,20220.333333333332,0.020888270188611568,0.05015783321076477,0.12024088939337503,0.9999266111297295,1.0,0.9855072463768115,0.9964328079986443,1.0,0.9716931216931216,0.9964328079986443,1.0,0.9716931216931216,23.24457462199992,0.0372190543331877,0.0340922376666033,0.03435129500015433
openml__ionosphere__145984,DecisionTree,33997.0,0.0889706133443226,1.1045531154886763,3.3660675079434044,0.9719195383225473,0.9251207729468599,0.868682645856559,0.9690476190476192,0.9333333333333332,0.8862433862433862,0.9690476190476192,0.9333333333333332,0.8862433862433862,0.0036937236666665665,0.0001842303333332,0.00011477699999993332,9.752533333336662e-05
openml__ionosphere__145984,KNN,56612.333333333336,0.31702416118561755,1.022015177604145,0.9365474925912226,0.9810185832911258,0.9269323671497585,0.9528985507246377,0.8456066768344348,0.8476190476190476,0.8587301587301587,0.8456066768344348,0.8476190476190476,0.8587301587301587,0.0006651713333335334,0.010310569999999767,0.003466222333333367,0.0037629926666665667
openml__ionosphere__145984,LightGBM,71166.0,0.0569204777253439,0.17582910345787395,0.30789876531971483,0.9997787488246033,0.9855072463768115,0.96256038647343,0.9904761904761905,0.9523809523809524,0.924074074074074,0.9904761904761905,0.9523809523809524,0.924074074074074,0.07513777933333364,0.0018920066666672335,0.00018682766666693333,0.0001597409999994
openml__ionosphere__145984,LinearModel,86244.0,0.22321700643753942,0.3722056340556825,0.29114457426901047,0.9713528533267392,0.8695652173913043,0.9235414344109997,0.9097271648873072,0.8571428571428571,0.8867724867724868,0.9097271648873072,0.8571428571428572,0.8867724867724868,0.02158435933333337,0.004869857333333266,0.0003443896666667,0.00018553000000006665
openml__ionosphere__145984,MLP,101194.66666666667,0.028955465172159,0.0358809909559926,0.1116936094698182,0.9990504637055885,1.0,0.9951690821256038,0.9905058464667006,1.0,0.9621693121693121,0.9905058464667006,1.0,0.9621693121693121,4.636122766666688,0.04076882399997806,0.03907285299995537,0.039298227333252535
openml__ionosphere__145984,NODE,117812.66666666667,0.3824522405405748,0.43398379371279755,0.4107474193213478,0.9682961888038951,0.9227053140096618,0.922426607209216,0.9370699881376038,0.8952380952380952,0.9055555555555556,0.9370699881376038,0.8952380952380952,0.9055555555555556,41.70747078533333,0.104202963333396,0.03348927866690343,0.033287350666527694
openml__ionosphere__145984,RandomForest,128696.33333333333,0.09410867723190179,0.19327528655410506,0.16641030531611475,0.9975535838171394,0.9794685990338164,0.9915458937198066,0.9821979325538045,0.980952380952381,0.9619047619047619,0.9821979325538045,0.980952380952381,0.9619047619047619,0.05900939733333337,0.011201416999999,0.0075085186666658,0.007463456333336266
openml__ionosphere__145984,SAINT,138498.0,0.05354900844641617,0.0929751529163782,0.0818311262484611,0.9946071833604654,0.9927536231884058,0.9903381642512077,0.9821936959837316,0.9714285714285714,0.980952380952381,0.9821936959837316,0.9714285714285714,0.980952380952381,69.757736212,0.1068368300000012,0.0736384790000007,0.07223888266666253
openml__ionosphere__145984,STG,147862.0,0.17619572218273705,0.1900683880229259,0.25559346939955796,0.9687177229060403,0.9601449275362318,0.9255852842809364,0.9347314014573801,0.9619047619047619,0.9148148148148149,0.9347314014573801,0.9619047619047619,0.9148148148148149,5.708794549333273,0.002334709999949733,0.0009104110000018999,0.0009152673333794
openml__ionosphere__145984,SVM,159742.33333333334,0.0822055440723118,0.13657781735623334,0.1461541095502665,0.9956548727498449,0.9927536231884058,0.9915458937198066,0.9881376037959667,0.9714285714285714,0.9148148148148149,0.9881376037959667,0.9714285714285714,0.9148148148148149,0.011890209000000268,0.002199726666666267,0.0003952743333332,0.00037403300000016666
openml__ionosphere__145984,TabNet,171644.66666666666,0.22726189687695766,0.1195959640304905,0.28698984067304617,0.9709571680138765,0.9782608695652174,0.898550724637681,0.9240171157430943,0.9714285714285714,0.9047619047619048,0.9240171157430944,0.9714285714285714,0.9047619047619048,10.70029428099997,0.046013543333325836,0.015533799666703332,0.015153011333344069
openml__ionosphere__145984,TabPFNModel,181011.0,0.012881604377739332,0.11997666068274976,0.09490078607181457,1.0,0.9963768115942028,0.9963768115942028,1.0,0.980952380952381,0.9716931216931216,1.0,0.980952380952381,0.9716931216931216,0.0004472466666666,0.7093575023333335,0.3517218803333328,0.3530804533333332
openml__ionosphere__145984,VIME,199836.0,0.12666852918774082,0.15113516582115108,0.13138094110424856,0.9945421094853488,0.9879227053140096,0.9987922705314008,0.9798169801728521,0.9714285714285715,0.9716931216931216,0.9798169801728521,0.9714285714285715,0.9716931216931216,9.258889136333286,0.044408263666658294,0.0425448673333145,0.043006972999971
openml__ionosphere__145984,XGBoost,214070.0,0.040716102195747665,0.21611118086037176,0.20597371066542877,1.0,0.9710144927536231,0.9685990338164251,0.9964285714285714,0.9428571428571427,0.9047619047619048,0.9964285714285714,0.9428571428571427,0.9047619047619048,0.08279253933333423,0.0010717830000003667,0.0004329699999996667,0.0003909706666682
openml__ionosphere__145984,rtdl_FTTransformer,227686.33333333334,0.12005928221350219,0.09277768641532884,0.2160998825347864,0.9775520437354284,0.9987922705314008,0.9457450761798588,0.9655651584477206,0.980952380952381,0.9431216931216931,0.9655651584477206,0.980952380952381,0.9431216931216931,6.924191944333302,0.06669487933330243,0.05504352633333076,0.05517753199990233
openml__ionosphere__145984,rtdl_MLP,241600.66666666666,0.035874540331055464,0.04287093171147299,0.0483454289621263,0.9987382898657925,0.9975845410628019,1.0,0.9881291306558211,0.9904761904761905,0.9904761904761905,0.9881291306558211,0.9904761904761905,0.9904761904761905,3.5070171546666615,0.048234010000018736,0.04665440299999917,0.04579027133332934
openml__ionosphere__145984,rtdl_ResNet,256399.33333333334,0.0417160010614727,0.07047384547968244,0.07419319866257493,0.9983930368061453,1.0,0.9987922705314008,0.9940645653279105,1.0,0.9812169312169313,0.9940645653279105,1.0,0.9812169312169313,5.4535283266666665,0.04336530666664664,0.0419669490000072,0.04228361033330503
openml__iris__59,CatBoost,8040.0,0.04036940377778544,0.09208849821266914,0.08397205674778067,0.9998611111111111,1.0,1.0,0.9944444444444445,0.9777777777777777,0.9777777777777777,0.9944409700507261,0.9775533108866442,0.9775533108866442,0.1980895120000001,0.0008125639999999333,0.0005584129999996333,0.0005223020000005
openml__iris__59,DANet,20304.0,0.500645151330779,0.4927143252558179,0.5006593859857983,0.997638888888889,1.0,1.0,0.936111111111111,1.0,0.9555555555555556,0.9354221337343701,1.0,0.9537037037037037,7.831412006000001,0.033053843666666034,0.031615571333334765,0.031435897666667566
openml__iris__59,DecisionTree,34077.666666666664,0.01465166899980964,0.7788800448594836,0.7788800448594836,0.9995833333333334,0.9833333333333334,0.9833333333333334,0.9916666666666667,0.9777777777777777,0.9777777777777777,0.991665364379851,0.9775533108866442,0.9775533108866442,0.0004915479999999333,0.00015519733333306667,0.00011054233333331115,8.993066666670065e-05
openml__iris__59,KNN,56702.0,0.11873096438378866,0.07939273116422423,0.12191192312665018,0.9956597222222223,1.0,1.0,0.9611111111111112,1.0,0.9777777777777777,0.961106770155059,1.0,0.9775533108866442,0.0004476726666666333,0.004602286000000133,0.0032529100000003,0.003152894999999567
openml__iris__59,LightGBM,71253.0,0.05193580299589173,0.12381876153061921,0.36822171948216126,0.9994791666666667,1.0,0.9822222222222222,0.986111111111111,0.9777777777777777,0.9777777777777777,0.9860959014646937,0.9775533108866442,0.9775533108866442,0.2199982486666666,0.0026804256666663998,0.00043812866666656665,0.0003524086666670334
openml__iris__59,LinearModel,86334.0,0.1368260721619059,0.10826782317281218,0.1060976129284038,0.9979861111111111,1.0,1.0,0.9722222222222223,0.9777777777777777,1.0,0.972204850253631,0.9775533108866442,1.0,0.011792058333333334,0.0005831749999999666,0.00023312933333333334,0.00013602133333328847
openml__iris__59,MLP,101281.33333333333,0.17257593465926915,0.14914696414208115,0.14362637701686318,0.997013888888889,1.0,1.0,0.9555555555555556,1.0,0.9777777777777777,0.9547761227801411,1.0,0.9775533108866442,5.131541385333356,0.045272585666661834,0.04468136899998787,0.0460676003333458
openml__iris__59,NODE,117900.33333333333,0.45476533100008965,0.4439181400669945,0.4386516981654696,0.998576388888889,1.0,1.0,0.9777777777777777,0.9777777777777777,1.0,0.9777612658445447,0.9775533108866442,1.0,12.688440343999972,0.04818324699998533,0.04439443733325393,0.043962952666766066
openml__iris__59,RandomForest,128778.0,0.03575591308285437,0.11620423420095934,0.05672758491338864,1.0,0.9977777777777778,1.0,0.9972222222222222,0.9777777777777777,0.9777777777777777,0.997221788126617,0.9775533108866442,0.9775533108866442,0.09849678566666664,0.016240540333333334,0.013529556000000033,0.012990427333333101
openml__iris__59,SAINT,138515.33333333334,0.12318309210758238,0.022455822221106897,0.05577336579768189,0.9959722222222221,1.0,1.0,0.9500000000000001,1.0,0.9777777777777777,0.9498373862215027,1.0,0.9775533108866442,24.311716817666607,0.07094024766658787,0.06814063033336853,0.06669313199989323
openml__iris__59,STG,147947.0,0.1577126655934585,0.09451292252375017,0.07337680121676786,0.9977430555555555,1.0,1.0,0.9416666666666668,1.0,1.0,0.9406593973834173,1.0,1.0,2.542372220666664,0.0017250816666584,0.0008825133333326667,0.0008316680000082334
openml__iris__59,SVM,159837.33333333334,0.10073734003371056,0.08258664089880227,0.07698554932781933,0.9979861111111111,1.0,1.0,0.9722222222222223,1.0,0.9777777777777777,0.9722187478285039,1.0,0.9775533108866442,0.0032484370000003,0.0008424380000002334,0.00029260100000023335,0.00024484999999986666
openml__iris__59,TabNet,171746.0,0.6946775633671397,0.09235194260652213,0.8260265207434366,0.96578125,1.0,0.98,0.8722222222222222,0.9777777777777777,0.9111111111111111,0.8711779814307926,0.9775533108866442,0.9090347923681258,12.568164331333321,0.013972219666697967,0.013386463333318901,0.013276878333347933
openml__iris__59,TabPFNModel,181101.0,0.0354969959375365,0.04903891447932734,0.03368533535707073,0.9997222222222222,1.0,1.0,0.9833333333333331,0.9777777777777777,1.0,0.9833333333333331,0.9775533108866442,1.0,0.0004416693333339666,0.35783838333333345,0.09963339433333294,0.0842030406666669
openml__iris__59,VIME,199925.66666666666,1.0987566388315626,1.0986334509319728,1.0988560491138033,0.7351041666666666,0.7288888888888888,0.7266666666666667,0.4444444444444444,0.4888888888888889,0.4444444444444444,0.3075232557991178,0.3659611992945326,0.2962962962962962,1.4475202993333411,0.0436188426666775,0.0429005536666681,0.04324530166666383
openml__iris__59,XGBoost,214158.0,0.0212770536195926,0.11986089788584244,0.12897955127474328,1.0,1.0,0.9933333333333333,0.9972222222222222,0.9777777777777777,0.9777777777777777,0.997221788126617,0.9775533108866442,0.9775533108866442,0.3390627733333333,0.0012493943333332666,0.00047863833333333335,0.0008671486666668666
openml__iris__59,rtdl_FTTransformer,227769.0,0.241834633386073,0.0074302451943771,0.15593292508209636,0.9957291666666667,1.0,1.0,0.9555555555555556,1.0,0.9777777777777777,0.9554395459961927,1.0,0.9775533108866442,6.443505207333332,0.04690048099999974,0.04798386099999927,0.046957318333334365
openml__iris__59,rtdl_MLP,241693.0,0.08478645639296205,0.036426171691932165,0.047682006084222704,0.9977083333333332,1.0,0.9955555555555556,0.9777777777777777,1.0,0.9777777777777777,0.9777508328786612,1.0,0.9775533108866442,4.668417049666665,0.0471517576666601,0.0466820423333462,0.0448136470000193
openml__iris__59,rtdl_ResNet,256482.33333333334,0.0536916720277291,0.0248823733651483,0.17303716976107855,0.9986805555555556,1.0,0.9977777777777778,0.986111111111111,1.0,0.9777777777777777,0.9861106770155056,1.0,0.9775533108866442,4.4144185369999995,0.047654063000004195,0.046347625999988595,0.049239164999994096
openml__irish__3543,CatBoost,8130.0,0.0005719063530566,0.0007186729019024667,0.0007195759292654667,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.7347551143333332,0.0012324906666665335,0.0006486783333331333,0.0006021469999997333
openml__irish__3543,DANet,20396.333333333332,0.09806391324391424,0.05445116148042257,0.1908447283288751,0.9881482606201707,1.0,0.9724025974025974,0.9775,1.0,0.96,0.9775,1.0,0.96,30.72867671666654,0.04853810966672723,0.040401934333506966,0.04087267900013097
openml__irish__3543,DecisionTree,34164.0,9.992007221626413e-16,9.992007221626417e-16,9.992007221626417e-16,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.0010016730000000334,0.00025440233333323334,0.00012394566666663334,0.00010545966666653335
openml__irish__3543,KNN,56790.666666666664,0.28788459170886366,0.8553419454184631,1.2640282262222946,0.9452289368019704,0.8722943722943723,0.8709415584415584,0.8649999999999999,0.8133333333333334,0.7999999999999999,0.8649999999999999,0.8133333333333335,0.7999999999999999,0.0006203440000000667,0.005690987666666367,0.0031480143333335003,0.002922451333333133
openml__irish__3543,LightGBM,71352.33333333333,0.10293638556769684,0.13456634637420226,0.11978534188272194,0.9997848972568074,1.0,0.9989177489177489,0.9933333333333333,0.9866666666666667,0.9733333333333333,0.9933333333333333,0.9866666666666667,0.9733333333333333,0.02599963999999957,0.0005649356666665334,0.00018348133333326668,0.0001674193333333
openml__irish__3543,LinearModel,86424.0,0.44966180579336856,0.568192654408271,0.4838799331889683,0.8698248810608361,0.8084415584415584,0.8533549783549783,0.7925,0.6733333333333333,0.7266666666666666,0.7925,0.6733333333333333,0.7266666666666666,0.012352392333333235,0.0006578903333333,0.000229436,0.00016543600000003332
openml__irish__3543,MLP,101373.33333333333,0.1883476010600255,0.14874880629300602,0.1774291702280364,0.9774268650673145,0.9924242424242425,0.9756493506493507,0.9258333333333333,0.96,0.94,0.9258333333333333,0.96,0.94,6.37604943333334,0.046810148999990496,0.044440227666693,0.04481274166664657
openml__irish__3543,NODE,117992.0,0.31466150559484957,0.3173207426071167,0.31851306498050685,0.9933866450720384,0.9880952380952381,0.9962121212121212,0.9858333333333333,0.9933333333333333,0.9866666666666667,0.9858333333333333,0.9933333333333333,0.9866666666666667,96.32095366366643,0.17619131333343316,0.05860301966659633,0.057656843333380864
openml__irish__3543,RandomForest,128868.0,0.0592929563790898,0.07645855358983784,0.07373698056876603,1.0,1.0,1.0,1.0,1.0,0.9933333333333333,1.0,1.0,0.9933333333333333,0.10598281633333322,0.021807577666666498,0.015372288333333201,0.0148821736666667
openml__irish__3543,SAINT,138544.0,6.528067027526655e-05,7.49031796537262e-05,6.90080566952626e-05,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,31.672837989999994,0.08047038800000667,0.06567279566666423,0.06511794533333647
openml__irish__3543,STG,148037.0,0.0819154683159043,0.05967286061961197,0.08635941444275276,0.9830785842021799,0.9929653679653679,0.9794372294372294,0.9858333333333333,0.9933333333333333,0.9866666666666667,0.9858333333333333,0.9933333333333333,0.9866666666666667,7.939714470666672,0.0029218866666648,0.0010385136666096666,0.0009651296666864
openml__irish__3543,SVM,159919.0,0.12727561510686372,0.10093286628418456,0.24457732391223921,0.9794597968755272,0.9891774891774893,0.9761904761904763,0.9866666666666667,0.9866666666666667,0.9866666666666667,0.9866666666666667,0.9866666666666667,0.9866666666666667,6.231356250666674,0.0015591536666761001,0.00029711433323120003,0.00026523366659596666
openml__irish__3543,TabNet,171816.0,0.004620378754533959,0.00031590480491160974,6.569358942823443e-05,1.0,1.0,1.0,0.9958333333333332,1.0,1.0,0.9958333333333332,1.0,1.0,17.88787410466667,0.0524342543333311,0.013504278999998067,0.013132072
openml__irish__3543,TabPFNModel,181191.0,0.0005654966572711666,0.0072528612272420336,0.014508283915464966,1.0,1.0,1.0,1.0,1.0,0.9933333333333333,1.0,1.0,0.9933333333333333,0.0005393019999996,0.6076905626666669,0.2419405756666659,0.24358629666666623
openml__irish__3543,VIME,200021.0,0.4352533807978034,0.4348965374628702,0.4527613899111748,0.9798225191483617,0.9891774891774893,0.9794372294372294,0.9725,0.9866666666666667,0.98,0.9725,0.9866666666666667,0.98,7.075495460333286,0.044903399666660904,0.04125210800001843,0.04085086733330923
openml__irish__3543,XGBoost,214248.0,0.10280517128606632,0.10003893991311387,0.1257425344983736,1.0,1.0,0.9978354978354979,0.9966666666666667,1.0,0.9866666666666667,0.9966666666666667,1.0,0.9866666666666667,0.20370861633333345,0.0020982636666666667,0.00042005900000016667,0.0017171890000000666
openml__irish__3543,rtdl_FTTransformer,227859.0,0.0002428381333387,0.00024415329564356664,0.00024299445552356666,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,12.957684654666666,0.059477990666666834,0.0528386913333349,0.04999022266666956
openml__irish__3543,rtdl_MLP,241779.0,0.00031143605315886664,0.0003168743152612333,0.0004688693938275,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,6.328498740333334,0.043629945000001,0.042985965333334236,0.041634668333333104
openml__irish__3543,rtdl_ResNet,256572.0,0.0034983728353957335,0.003953990434044133,0.006228785033260134,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,7.316962125333333,0.048093553333332005,0.04590801000000037,0.04502771000000053
openml__isolet__3481,DANet,20472.0,0.005322204728126434,0.12672523521584525,0.16902280644420087,0.9999990561933032,0.9992079772079773,0.9991304843304842,0.9989311100422212,0.9756410256410257,0.961965811965812,0.9989308752750983,0.9756077174220646,0.9621995430429772,296.18317140166647,0.3854602293343608,0.03859651933332007,0.03867451000132854
openml__isolet__3481,DecisionTree,34276.0,0.24546775350375463,3.8258844237292142,3.756795000683631,0.9973263664463613,0.9378022792022792,0.9389264957264958,0.9270482603815937,0.8158119658119659,0.8055555555555557,0.9282111277213105,0.8175197701251955,0.8072369666578334,11.369421169999981,0.0260055989999822,0.004529694000003266,0.0028907526666348666
openml__isolet__3481,KNN,56884.0,0.24883133289721146,0.5323441674282376,0.5945113560473918,0.998852061823035,0.9942518518518518,0.993168945868946,0.9297204852760409,0.9128205128205128,0.9008547008547009,0.9297296298320994,0.9119139072692732,0.9003050821768362,1.7455624453334526,130.06150534033443,16.474472698000834,16.748409990666573
openml__isolet__3481,LightGBM,71441.66666666667,0.008433979946176314,0.16305382290498627,0.1866089643834743,1.0,0.9989646723646723,0.9990353276353278,1.0,0.9581196581196583,0.9474358974358973,1.0,0.9580630346311686,0.9474322230667885,305.1082212113337,2.517821697333981,0.3119791776657242,0.30944662933245576
openml__isolet__3481,LinearModel,86514.0,0.017081945253270267,0.1308666450476201,0.13619566142831893,1.0,0.9993384615384615,0.9994444444444444,1.0,0.9598290598290599,0.958974358974359,1.0,0.9598491928747267,0.9591151602654416,0.24901745433333314,0.09349242199999985,0.009024809333333933,0.0088817850000002
openml__isolet__3481,MLP,101477.66666666667,0.7483054699047075,0.8653436472917901,0.9114323416986793,0.9969096409013396,0.9962182336182335,0.9959065527065527,0.9668644113088557,0.9299145299145298,0.926068376068376,0.9574401842489023,0.9211468499653819,0.9171765692841434,25.601067941666695,0.11018279900008564,0.05948411333330714,0.05943201866656023
openml__isolet__3481,RandomForest,128978.0,0.2971684941337615,0.5162691152751466,0.5231546992485779,0.9998992980188356,0.9974034188034185,0.9973085470085469,0.9884025439580993,0.9324786324786324,0.9243589743589743,0.9884654472775652,0.9323556574563995,0.924451169269339,14.91679966833336,0.34780931599999576,0.12978906466668147,0.14373257433328482
openml__isolet__3481,STG,148139.0,0.0529270649324527,0.14760179887764532,0.17893107794901816,0.9999860184516535,0.9990797720797722,0.9985133903133905,0.9978087755865533,0.9645299145299145,0.9538461538461539,0.9978089324389486,0.9646268778808227,0.9537784684786819,88.10213085933356,0.047195308333660535,0.005867480000233567,0.0055447330002303995
openml__isolet__3481,SVM,160015.33333333334,0.029080981431173367,0.12922067315899635,0.1349183047253405,1.0,0.9995088319088318,0.9996638176638178,1.0,0.9782051282051282,0.9717948717948719,1.0,0.9781896389753344,0.9717679125925613,54.94575054233064,50.325416261333885,6.311937390332484,6.365715921333806
openml__isolet__3481,TabNet,171907.33333333334,0.014876153404993432,0.16907221159079314,0.2243630410212976,0.9999803603299043,0.9987319088319088,0.9982732193732193,0.99545721767944,0.967948717948718,0.9547008547008548,0.9954613836096952,0.9678358231506684,0.9544014191253233,47.80618738633408,0.36777181666608766,0.052378712000366534,0.053221202998429334
openml__isolet__3481,VIME,200074.66666666666,0.204273683115573,0.3419922995975819,0.3757307060621928,0.9985520474537756,0.9979279202279202,0.9979333333333332,0.9747741969964192,0.9452991452991454,0.9282051282051281,0.9747837929347679,0.9450225578709811,0.9282220840144402,319.8083801150007,0.11373113133375527,0.05200392466652673,0.051838613332999196
openml__isolet__3481,XGBoost,214354.0,0.006442971535739532,0.17101324348819366,0.17838240372447112,1.0,0.9988062678062678,0.9990336182336182,1.0,0.9551282051282052,0.9414529914529915,1.0,0.9550843165118644,0.9415069650221399,16.392322426333447,0.4914248613333143,0.0654046923333453,0.06440946400003134
openml__isolet__3481,rtdl_MLP,241885.0,0.11297893717954244,0.30398070232670543,0.3232293292272222,0.9994361311073977,0.9991723646723646,0.999145584045584,0.9925177702955481,0.9576923076923077,0.9487179487179486,0.9925143697971506,0.957648113575536,0.9486943842830734,28.168004319666807,0.12951138466640558,0.06563956433338564,0.06872171566662166
openml__isolet__3481,rtdl_ResNet,256678.66666666666,0.042245174728027836,0.14364242889143697,0.2052356461496849,0.9995057640855086,0.9991458689458689,0.9992168091168091,0.9965795521351076,0.9769230769230769,0.9568376068376069,0.9965806326993878,0.9768877380833408,0.9565439640403103,26.234085240333155,0.12511440733328527,0.06260080800003222,0.06251821766651723
openml__jannis__168330,CatBoost,8248.0,0.5722686547583146,0.6987140886037831,0.6999425344042612,0.91258546119029,0.8405458793700432,0.839807932189224,0.7828629183743644,0.7154172363576127,0.7133588090120213,0.7765814381997993,0.7090770727083449,0.7067431561581303,12.817398899000011,0.32218398899999556,0.0567208219999884,0.05851913733331077
openml__jannis__168330,DecisionTree,34367.0,0.6963913385411405,1.3213446745788167,1.3345896906537122,0.8320400496795765,0.7711657422028946,0.7682506234722726,0.717550110383668,0.6606422785078255,0.6590239630602659,0.7110645014402293,0.6550153685820619,0.6531375014356597,12.94745075399995,0.0484470756666913,0.0057429726666668665,0.0069471810000057005
openml__jannis__168330,KNN,56945.0,0.8922016444824806,1.181316618177862,1.1851535071101498,0.7592410696554257,0.6666573088195717,0.6634201504144872,0.5928561427902989,0.5496197070180951,0.5476872860441048,0.5797922113067204,0.5372501542448853,0.5355868141210001,2.4336495039994284,551.177898572998,69.54782828466705,70.7980744239976
openml__jannis__168330,LightGBM,71528.0,0.3443901854576925,0.6926342029163836,0.6963844737658511,0.9852909282155595,0.8473480128601117,0.8432062015592328,0.915414758068871,0.7226622200228037,0.7206034551389221,0.9154607464013824,0.7174173164624714,0.7152810225005092,123.97954037733354,4.013173498666826,0.48861502633344384,0.5335878776666618
openml__jannis__168330,LinearModel,86604.0,0.8860706852190822,0.8874419662914507,0.8844595761272926,0.7222742502967066,0.7171526131790408,0.7149586736470152,0.6053912301985857,0.6038771901445322,0.6036541676618103,0.5917712258020135,0.5906478380787389,0.5903423762167846,0.17441466866666655,0.10667394899999967,0.014532732666666567,0.011777457999999734
openml__jannis__168330,MLP,101545.0,2.736759852630984,2.827163157185406,2.826683294248987,0.7800916292546671,0.772930014928892,0.7692023553058108,0.7007703327232594,0.6842480996570487,0.6769365496377677,0.6931577588945285,0.67715681115483,0.6694762597936758,179.42157629799996,0.394098681000609,0.09717593699969024,0.09833320333359546
openml__jannis__168330,RandomForest,129064.0,0.6421435834973547,0.7569538661012384,0.7589031717193454,0.9099942986620145,0.8200024904970208,0.8174477657093453,0.7683572446212098,0.6894629236199435,0.6863307061539686,0.7591479625298195,0.6810075641088011,0.6775659364556947,50.2434033720001,1.5914974299998903,0.2301806743331932,0.2873130839996823
openml__jannis__168330,STG,148187.0,1.1734296263852897,1.170853756430405,1.1748533679330917,0.6520912063297519,0.6552053870417264,0.6584786101734253,0.47916467335020524,0.4809116962465733,0.4788631478385479,0.3392974027042513,0.34168145557016305,0.33840986197437584,788.2267310069998,0.38915384933329733,0.03504837466675776,0.059699722666550735
openml__jannis__168330,TabNet,171937.0,0.6406663112040664,0.6879592443745262,0.6917492560246211,0.87445589994879,0.8519194429317891,0.8492239932451336,0.7442724228158437,0.7187612900021264,0.719648117188122,0.7411624922346617,0.7154673100787515,0.7164108934738546,254.09214579833375,2.836926861666143,0.35915288133279927,0.3602265699992131
openml__jannis__168330,VIME,200091.0,2.2871009602534964,2.4276172150035515,2.442144732325886,0.7785946649698111,0.7603454965859021,0.7612961815677556,0.6967744059585993,0.6768440926705956,0.6737520898017674,0.6872587264306255,0.6677100439236151,0.6645347138026763,533.7800735210009,0.4589930296657864,0.10308204566626954,0.10219413566634707
openml__jannis__168330,XGBoost,214447.0,0.325229798168075,0.6859596044091694,0.6895983812061636,0.9806048583159054,0.8506655821609376,0.8476814265517579,0.9139966355216883,0.7240555020200811,0.7217976275774222,0.9133979402950297,0.7187250152837638,0.716168157418018,10.59314699933332,1.5537879043333476,0.19671566366664214,0.19175076933332957
openml__jannis__168330,rtdl_MLP,241960.66666666666,3.316173083972695,3.4572062502951564,3.4201859884179275,0.7752004126228845,0.7638153624636307,0.7653628768985276,0.6976452268144805,0.6811033172093669,0.6776132473529177,0.6892637507274957,0.6733532684859845,0.6696452341713087,217.12455943366652,0.4938278926665968,0.10835372533351036,0.10757747200017316
openml__jannis__168330,rtdl_ResNet,256737.0,2.1394988534145685,2.3769411975203,2.382194497366713,0.8124569161373985,0.7899074509022533,0.7875302814289012,0.764615261948042,0.7043108859626125,0.7013374731311202,0.7574982148639214,0.6984791526763864,0.6953979230029267,285.04491078833325,0.6268031136656494,0.1262783456669846,0.12986095299947917
openml__jasmine__168911,CatBoost,8322.333333333334,0.27131839841736877,0.3774617718095721,0.38462234213987984,0.9771777960526533,0.8886651752423566,0.8870246085011185,0.9052808046940486,0.842809364548495,0.8327759197324415,0.9052808046940486,0.842809364548495,0.8327759197324415,2.0590917613333204,0.23853765799998428,0.03686474100000694,0.03425972566666733
openml__jasmine__168911,DANet,20532.0,0.16860769175855098,0.502226795021398,0.5375527567304769,0.9762009181242641,0.8826398210290827,0.8590156599552573,0.9270746018440906,0.8361204013377926,0.7937569676700112,0.9270746018440906,0.8361204013377926,0.7937569676700112,84.54073448100007,0.23217614700024566,0.05045916733342887,0.050304237333269435
openml__jasmine__168911,DecisionTree,34440.666666666664,0.3744314622197344,0.8391116291125575,0.9806319735978896,0.8767230857701301,0.8513273676360925,0.8290156599552573,0.8288628108410171,0.8082497212931995,0.7892976588628763,0.8288628108410171,0.8082497212931995,0.7892976588628763,0.0952740519999991,0.022588656666666,0.0033377326666667,0.0044647743333349
openml__jasmine__168911,KNN,56996.0,0.39245788570375434,0.5476339686695958,0.6679116919154867,0.8874015951124692,0.8733035048471289,0.8675242356450409,0.8086057557977089,0.8115942028985508,0.7881828316610925,0.8086057557977089,0.8115942028985508,0.7881828316610925,0.07254194533334063,3.2385287890000143,0.4272408733333298,0.4772470826666737
openml__jasmine__168911,LightGBM,71622.33333333333,0.3779807624145402,0.4182004689313022,0.4375578286733072,0.9404010062682655,0.8815137956748694,0.8659582401193139,0.8582006146968427,0.8361204013377926,0.8037904124860646,0.8582006146968427,0.8361204013377926,0.8037904124860646,0.6216875303333372,0.0542818439999924,0.007843169666664066,0.007684279000002867
openml__jasmine__168911,LinearModel,86694.0,0.40039892403784244,0.42661321529413865,0.428809867151249,0.885921759361323,0.863400447427293,0.8614914243102163,0.8197820620284997,0.7926421404682275,0.7971014492753623,0.8197820620284997,0.7926421404682275,0.7971014492753623,0.07670652966666663,0.0411092836666666,0.02439824333333343,0.006764127666666667
openml__jasmine__168911,MLP,101611.0,0.29315247836000974,0.4025623413410475,0.43698455289730265,0.9472155820748367,0.875689783743475,0.8659955257270694,0.87957530036323,0.8205128205128206,0.8004459308807136,0.87957530036323,0.8205128205128206,0.8004459308807136,5.354405876666685,0.0736852839999831,0.04814567599999007,0.047465740333374605
openml__jasmine__168911,NODE,118070.0,0.3623899297424953,0.43890577102850376,0.47058699955310307,0.9167607277533888,0.8765995525727069,0.8638329604772558,0.897457390332495,0.8249721293199554,0.7892976588628763,0.897457390332495,0.8249721293199554,0.7892976588628763,194.33599940299973,0.6506709186669468,0.11010628499995313,0.11011392733234966
openml__jasmine__168911,RandomForest,129155.66666666667,0.29145949260410675,0.3957575293841676,0.40253998131994023,0.9734274476367757,0.8856375838926175,0.8804101416853095,0.8914501257334452,0.830546265328874,0.8171683389074693,0.891450125733445,0.830546265328874,0.8171683389074694,0.5429857379999987,0.1561334116666633,0.06087649033333279,0.058485268999997196
openml__jasmine__168911,SAINT,138601.33333333334,0.2608776812161879,0.3990119944586372,0.4072357169729977,0.9649832714914645,0.8766741237882177,0.8718269947800149,0.8980162056440347,0.830546265328874,0.8283166109253065,0.8980162056440347,0.830546265328874,0.8283166109253065,54.45724918766746,0.21669553133309208,0.08552610433343939,0.08545757466602781
openml__jasmine__168911,STG,148234.0,0.43074891399249965,0.42369028889037325,0.42678255168669166,0.847204934636773,0.847710663683818,0.8547352721849366,0.7933780385582564,0.8182831661092531,0.7971014492753623,0.7933780385582564,0.8182831661092531,0.7971014492753623,34.62277323300009,0.07433026033345409,0.0057736696663254665,0.005333254333512067
openml__jasmine__168911,SVM,160107.33333333334,0.2590070590428079,0.4015713367488846,0.4234590642450171,0.9712618610844435,0.8819612229679343,0.8680313199105144,0.9157585917854151,0.8327759197324415,0.8004459308807136,0.9157585917854151,0.8327759197324415,0.8004459308807136,7.544909532999995,2.195449473333325,0.2746219246666553,0.282541164333324
openml__jasmine__168911,TabNet,171971.33333333334,0.40962239790733673,0.4020683393391238,0.43639072157815123,0.8665146222458583,0.8606263982102907,0.8349291573452647,0.8056719754121263,0.8249721293199554,0.802675585284281,0.8056719754121263,0.8249721293199554,0.802675585284281,88.72497427566668,0.4429039369997554,0.07158188166674027,0.06964654366674944
openml__jasmine__168911,VIME,200132.0,0.41445252211929035,0.4534584543906086,0.46736789631344894,0.911880228593179,0.8712602535421327,0.8527964205816554,0.8405979323833472,0.8093645484949833,0.7837235228539576,0.8405979323833472,0.8093645484949833,0.7837235228539576,31.664987410999856,0.08153075200031397,0.055169779000001,0.05555720366646703
openml__jasmine__168911,XGBoost,214537.66666666666,0.21021537152060757,0.40658187888024205,0.40006462502998136,0.9846618542669755,0.8681357196122298,0.8787472035794184,0.9478904721989382,0.8405797101449276,0.8249721293199554,0.9478904721989382,0.8405797101449276,0.8249721293199554,0.6266044336666662,0.024796203666660632,0.007018569666662634,0.0055712333333322005
openml__jasmine__168911,rtdl_FTTransformer,227965.66666666666,0.32778676149749425,0.39699412424090325,0.4337760965615498,0.9220730884864108,0.877613721103654,0.8619090231170768,0.8558256496227997,0.8338907469342253,0.8127090301003345,0.8558256496227997,0.8338907469342253,0.8127090301003345,101.215120521666,0.5994318439992034,0.11256466199968897,0.11419613299949553
openml__jasmine__168911,rtdl_MLP,242035.33333333334,0.3183251692525357,0.4190069276520975,0.4453485082231947,0.9341110522998478,0.8659806114839671,0.8565398956002982,0.8616932103939647,0.822742474916388,0.8037904124860646,0.8616932103939647,0.822742474916388,0.8037904124860646,8.182013579333292,0.07295970033339923,0.04528605699999836,0.045885317999932305
openml__jasmine__168911,rtdl_ResNet,256802.33333333334,0.26794386875372717,0.396438474200375,0.42690623178610876,0.9609538678499824,0.8834302759134974,0.864951528709918,0.893964794635373,0.8316610925306578,0.7937569676700112,0.893964794635373,0.8316610925306578,0.7937569676700112,6.082748333333352,0.09288289300002354,0.05824940333335837,0.0578046363333252
openml__jm1__3904,CatBoost,8419.666666666666,0.3486331827933808,0.4251101107122997,0.4267891548778066,0.849868050334333,0.747279469712509,0.7497858841903363,0.8638643237242066,0.8261401897765536,0.8221610039791858,0.8638643237242066,0.8261401897765536,0.8221610039791858,3.7953672273333345,0.0204529333333359,0.010256562000013934,0.007868724999994433
openml__jm1__3904,DANet,20591.666666666668,0.4438186866830369,0.43925636600642837,0.4414337357527088,0.7277346635852857,0.7379699302234362,0.7366222601273179,0.8138279545193523,0.8236914600550964,0.8197122742577289,0.8138279545193523,0.8236914600550964,0.8197122742577289,453.30424044733354,0.41181392399994365,0.0690271286687978,0.06983853166760427
openml__jm1__3904,DecisionTree,34527.666666666664,0.4288674906800492,0.49532489008221114,0.4746466091947929,0.7361904652386926,0.7281763810469725,0.7304794754702452,0.8157804065694269,0.8132843587389041,0.8105295378022651,0.8157804065694269,0.8132843587389041,0.8105295378022651,0.1049954263333332,0.005356684000000066,0.0012678693333333334,0.0012664796666667
openml__jm1__3904,KNN,57087.0,0.42606255621669514,0.5513574814497455,0.620095479323016,0.7487816160880283,0.6899054291852443,0.6866442114960397,0.813904521266414,0.8114478114478114,0.8074686256504439,0.813904521266414,0.8114478114478114,0.8074686256504439,0.0180145300000044,1.1392016520000017,0.21773538033333273,0.19736623533333145
openml__jm1__3904,LightGBM,71710.0,0.2788798687233361,0.4227761572016157,0.4263059537553941,0.9312385562920791,0.7579258835425912,0.7560708129563455,0.8930745377282646,0.8270584634220998,0.8181818181818182,0.8930745377282646,0.8270584634220999,0.8181818181818182,4.148509091999993,0.1300630729999969,0.010542486000002032,0.0114772503333391
openml__jm1__3904,LinearModel,86784.0,0.565007520019605,0.5638452044107966,0.5754407949286385,0.46993071853379836,0.4857379078546315,0.4857612986573679,0.7958347689598407,0.797979797979798,0.7958371594735231,0.7958347689598407,0.797979797979798,0.7958371594735231,0.02950042833333327,0.0132237343333332,0.0014915279999999666,0.0028305963333332003
openml__jm1__3904,MLP,101713.0,0.45954337896954484,0.45843951291990753,0.46508710255995583,0.6922337041204619,0.6889158183002443,0.6993724067696583,0.812373186325179,0.8175696357514539,0.8138965411692686,0.812373186325179,0.8175696357514539,0.8138965411692686,28.55386075266665,0.0987175043335355,0.0566117850000864,0.058405134333270305
openml__jm1__3904,NODE,118092.0,0.43578177217760206,0.4336298749439205,0.4331258523845512,0.7307803485640271,0.7360734759092725,0.7373248838556679,0.8126794533134261,0.8105295378022651,0.8126721763085399,0.8126794533134261,0.8105295378022651,0.8126721763085399,349.04180168500005,0.6842322213333508,0.094527451333325,0.09613080866671449
openml__jm1__3904,RandomForest,129244.0,0.3905588736300874,0.42980923688848494,0.43128228711088146,0.8026009354627015,0.7405078323203317,0.7407021559122953,0.8389035641820758,0.8221610039791858,0.815426997245179,0.8389035641820758,0.8221610039791858,0.815426997245179,0.44378360066667116,0.10080174866667113,0.047283226333338,0.0469863330000042
openml__jm1__3904,SAINT,138658.66666666666,0.43841501820254103,0.43493448282407554,0.4335776798472431,0.7269870070616294,0.7339656047242223,0.737147653542627,0.8109184181310057,0.8172635445362718,0.815426997245179,0.8109184181310057,0.8172635445362718,0.815426997245179,869.4426730236664,0.4246015676665896,0.1189998910000819,0.11800677633315593
openml__jm1__3904,STG,148317.0,0.4720742599415056,0.4694211214659938,0.4727456067116627,0.6513046883957462,0.6578222442935437,0.6553770057613346,0.8093487998162399,0.8142026323844506,0.8096112641567187,0.8093487998162399,0.8142026323844506,0.8096112641567187,127.35856970266771,0.034908932667046096,0.004859052333510233,0.004791860665742766
openml__jm1__3904,SVM,160200.66666666666,0.4570718215823435,0.464962771697282,0.4593672439627344,0.7085688027202556,0.7096688582049538,0.7120385264513992,0.8107652846368824,0.8117539026629936,0.8093051729415365,0.8107652846368824,0.8117539026629936,0.8093051729415365,904.2075306913335,7.276868753000599,0.9132692970015341,0.9124358663336049
openml__jm1__3904,TabNet,172058.33333333334,0.44644203211455585,0.43914890503529413,0.44295692378292545,0.7116639378204112,0.7201974183750949,0.7208730527156723,0.8106887178898204,0.8212427303336395,0.815426997245179,0.8106887178898204,0.8212427303336395,0.815426997245179,195.8703432416672,1.193866746001125,0.15514261799883866,0.1563970613333367
openml__jm1__3904,VIME,200223.33333333334,0.493509500428946,0.4906317604474246,0.4902636768255169,0.6737822276968256,0.6736164340181441,0.679817695682058,0.8082768653573753,0.8108356290174473,0.8096112641567187,0.8082768653573753,0.8108356290174473,0.8096112641567187,37.3620101593336,0.10494628433328512,0.0539011213334864,0.05414302733303577
openml__jm1__3904,XGBoost,214621.0,0.2431103131275999,0.4151642054916887,0.4223502816539457,0.9695332714621983,0.7657698992756048,0.7549615491188865,0.9179970138968646,0.8282828282828283,0.8233853688399142,0.9179970138968646,0.8282828282828283,0.8233853688399142,1.268651355999997,0.04928532433332574,0.007847890333332833,0.007671875000004466
openml__jm1__3904,rtdl_FTTransformer,228055.0,0.44205021041403253,0.4393447473300846,0.4377281168261374,0.7199868484379287,0.7248314962556722,0.728648695332995,0.8118372190957467,0.8184879093970002,0.8123660850933577,0.8118372190957467,0.8184879093970002,0.8123660850933577,50.1446255936659,0.33601110833296843,0.09042569733264823,0.08743215633300373
openml__jm1__3904,rtdl_MLP,242120.66666666666,0.459543851206945,0.45820389848270454,0.45995161312754024,0.668881874271495,0.6742317920593622,0.6756100501282895,0.8103441675280426,0.8145087235996327,0.8132843587389041,0.8103441675280426,0.8145087235996327,0.8132843587389041,22.83240944900003,0.11460304166649134,0.0612704443333787,0.05967293700001144
openml__jm1__3904,rtdl_ResNet,256890.66666666666,0.46921376313523216,0.4683422169978506,0.46740890773114646,0.6913999995941399,0.6882752701637717,0.6959456541687808,0.8091190995750547,0.8111417202326293,0.8093051729415365,0.8091190995750545,0.8111417202326293,0.8093051729415367,27.037905322666777,0.11955856733321703,0.05666915266667747,0.05444025599987747
openml__jungle_chess_2pcs_raw_endgame_complete__167119,CatBoost,8506.333333333334,0.2815974316160394,0.29751681528755203,0.303715000763435,0.9739485548970591,0.9693621162070812,0.9679894534813185,0.8797750197554967,0.8666517923546037,0.8631563290197829,0.8786731300332037,0.865703016911326,0.8622102303527917,1.7014876013333453,0.12015444400003612,0.016752042000007267,0.015630250666655767
openml__jungle_chess_2pcs_raw_endgame_complete__167119,DecisionTree,34630.0,0.2823100791570842,0.8179406503409834,0.8250425846564108,0.9644245312174453,0.937824214806291,0.9347987868262964,0.8570445776972063,0.8202439387178343,0.8146660716941841,0.8547837135694318,0.8179956142066028,0.8122020335618183,0.18788766199999904,0.3611371290000041,0.014724974999997633,0.015083217000001934
openml__jungle_chess_2pcs_raw_endgame_complete__167119,KNN,57183.0,0.30457172798116655,0.3386489248140612,0.33916026791033377,0.9787330942267459,0.9715282911085347,0.970458266065591,0.905303769813601,0.8909712925777183,0.883162278744608,0.9043436909611672,0.8899878297691658,0.8818233244833794,0.08656567466670136,15.015689203333308,1.9530607133332392,1.8283059626667608
openml__jungle_chess_2pcs_raw_endgame_complete__167119,LightGBM,71807.66666666667,0.16711896729468134,0.22946751990967584,0.23351163764771177,0.9902067723903611,0.976286805779908,0.9754982703459246,0.9217589364570259,0.8737170905845604,0.870295998810055,0.9215872610691068,0.873451452080087,0.8699773567029192,5.1684481476666635,1.266474039666664,0.17192149500000178,0.1707030736666676
openml__jungle_chess_2pcs_raw_endgame_complete__167119,MLP,101800.66666666667,0.8802558579020738,1.0135640988629122,1.0417134769215115,0.9709034741540704,0.9664228660533306,0.9644751234761677,0.9192767164040347,0.901085824780604,0.8960285586791611,0.9189420171790808,0.900639748118964,0.8957680961601628,121.50242892766619,0.24918147933385623,0.07377866733349947,0.07170025699967174
openml__jungle_chess_2pcs_raw_endgame_complete__167119,RandomForest,129336.66666666667,0.3341151253862737,0.38245272334610253,0.386893880827704,0.971581586472437,0.9550249521473426,0.9531106505666539,0.8698833263608051,0.8325896177301799,0.8261192919827458,0.867230946010927,0.8297955924886726,0.8231485410551688,1.7726623476666414,0.5038241003333255,0.12003835266668257,0.08280512333332027
openml__jungle_chess_2pcs_raw_endgame_complete__167119,SAINT,138675.0,0.056367062542560596,0.10228305478540405,0.10359912587556401,0.9990193607819288,0.995845392163818,0.9957677768659307,0.9768140194301121,0.9495760821062026,0.9479399077792651,0.9768275470359296,0.9495860638417364,0.9479523457306298,641.5334720023324,1.1887396429992805,0.20545628933420326,0.20901484899877687
openml__jungle_chess_2pcs_raw_endgame_complete__167119,STG,148380.0,0.41382567314944546,0.43536373885426277,0.43776068907492055,0.9577180463008959,0.9539002574203788,0.9524354200131236,0.8060800446241808,0.7994199018295404,0.7971887550200804,0.8041055166562714,0.7975494107587546,0.7950135080257449,576.2122657463339,0.1552409309994497,0.0198496673328918,0.0192831356665313
openml__jungle_chess_2pcs_raw_endgame_complete__167119,TabNet,172090.0,0.1762675299173193,0.19590532414718756,0.20236334985570517,0.9859717689845683,0.982418948692961,0.9815168581836974,0.9060382094547483,0.8941692696712776,0.8900044622936188,0.9054523738142691,0.8935426845874318,0.8892926635425235,377.69234031166707,1.4263152403327695,0.18253637400024061,0.18161787033386645
openml__jungle_chess_2pcs_raw_endgame_complete__167119,VIME,200289.0,0.6721734153356378,0.6746785829652301,0.7036575085978777,0.9262734950071381,0.9233453906986614,0.9185328646388816,0.8361362896853066,0.8273092369477911,0.823070058009817,0.8224837026872374,0.8138812581468734,0.8099778753356418,337.3989916510006,0.2605609083321762,0.07157959366567937,0.07144586033263063
openml__jungle_chess_2pcs_raw_endgame_complete__167119,XGBoost,214702.66666666666,0.18711790848156692,0.24425947966179584,0.24838980617775044,0.9872791534183202,0.9744910890585196,0.9735411432424499,0.9147864082182867,0.8654618473895582,0.8616688978134762,0.9144273869740364,0.865165938125248,0.8611393321478378,1.8783514556666887,0.4860492970000034,0.06234495400000617,0.06509582399998708
openml__jungle_chess_2pcs_raw_endgame_complete__167119,rtdl_FTTransformer,228122.0,0.2289612526602048,0.2666022336737108,0.2804159342234734,0.9863131970187999,0.9839855977612101,0.9827843653164781,0.9331938827685585,0.921314889186375,0.9159601368436711,0.9329047036846382,0.9211376958978512,0.9157303938758629,432.45914091166804,0.733435716999035,0.1397677070005253,0.13863710033304713
openml__jungle_chess_2pcs_raw_endgame_complete__167119,rtdl_MLP,242210.66666666666,0.5213057567406395,0.6101633872255143,0.624285798863682,0.9712001376244923,0.9657490861823197,0.9642300262030377,0.8937293729372936,0.8788487282463185,0.8685854529228023,0.8933275938293939,0.8785018726830359,0.8682394602567297,117.32374348199983,0.26548462300064557,0.07963810266675367,0.08040169200089993
openml__jungle_chess_2pcs_raw_endgame_complete__167119,rtdl_ResNet,256967.66666666666,0.3680119929810795,0.3961317456219106,0.40447520189493574,0.9690993361843699,0.9665482512581444,0.9653866886255589,0.8799330637289081,0.8708909712925778,0.8660568198720808,0.8787723911995565,0.8699198317216116,0.8651594250017344,158.87120639833424,0.35141348466762184,0.0952388543337292,0.09638801233450063
openml__kc1__3917,CatBoost,8595.0,0.204101506465849,0.32586789415279194,0.3484610227262885,0.946403834023204,0.829350217462428,0.80711708566108,0.933017190278601,0.8720379146919431,0.8562401263823065,0.933017190278601,0.8720379146919431,0.8562401263823065,1.9931883016666774,0.0138263123333407,0.006851286666673634,0.003118205000016333
openml__kc1__3917,DANet,20651.0,0.329300818780555,0.3595393908454332,0.3552119357696783,0.8390547822810946,0.7823174684355324,0.8026070763500931,0.8725548310610551,0.8767772511848341,0.8562401263823065,0.8725548310610551,0.8767772511848341,0.8562401263823065,82.99213538666652,0.12975354666665825,0.0322077876670808,0.0316340386670314
openml__kc1__3917,DecisionTree,34710.666666666664,0.2534860343958288,1.2474555455761847,1.6552224241869897,0.8812926309431761,0.7843832941333492,0.716858705772812,0.9002173483501283,0.8736176935229066,0.8404423380726698,0.9002173483501283,0.8736176935229066,0.8404423380726699,0.03315769633333357,0.0238249446666666,0.0005869079999997667,0.0005322679999999666
openml__kc1__3917,KNN,57273.0,0.3522493756943543,1.1618291572809565,0.9552605103619415,0.8517305444718568,0.7501693203930587,0.7631517690875231,0.8614898241454257,0.8562401263823065,0.8467614533965245,0.8614898241454257,0.8562401263823065,0.8467614533965245,0.0028778156666676,0.12468271400000036,0.025719105666666964,0.03192938200000064
openml__kc1__3917,LightGBM,71892.33333333333,0.16793713956801903,0.3386773589776488,0.3583893070376806,0.9652034055463271,0.8225764407618968,0.7888442737430168,0.9496147006520452,0.8736176935229069,0.8609794628751976,0.9496147006520451,0.8736176935229066,0.8609794628751976,0.7359519376666656,0.024286483333336165,0.0024733223333339,0.0017791316666661
openml__kc1__3917,LinearModel,86874.0,0.4407224489115838,0.4933754061181157,0.4887958501594298,0.5844969156851753,0.5685704298334547,0.567475558659218,0.8466706184548508,0.8593996840442338,0.8467614533965245,0.8466706184548508,0.8593996840442338,0.8467614533965245,0.04943242933333323,0.007482872333333234,0.00035682000000000004,0.00029449199999986663
openml__kc1__3917,MLP,101873.66666666667,0.3476994273743928,0.35089846065945146,0.3666143037905714,0.8132344743687492,0.8077226406142906,0.791957635009311,0.8545741948231574,0.8672985781990521,0.8499210110584517,0.8545741948231574,0.8672985781990521,0.8499210110584517,12.751681748999994,0.05254775866666006,0.0440340596666537,0.04380319866662313
openml__kc1__3917,NODE,118111.66666666667,0.3734738050012856,0.3851853133330789,0.38733757502659794,0.755988011047534,0.7710184454709673,0.752094972067039,0.8691958111045248,0.8515007898894155,0.8593996840442338,0.8691958111045248,0.8515007898894155,0.8593996840442338,308.0401726559988,0.586982255668166,0.07382079566438426,0.07387704966701367
openml__kc1__3917,RandomForest,129415.66666666667,0.19417298954389625,0.3900976144580157,0.3696399782191897,0.9596948928373532,0.8166221010557525,0.7868947858472998,0.9304485279589013,0.8672985781990521,0.8562401263823065,0.9304485279589013,0.8672985781990521,0.8562401263823065,0.17895333433333482,0.038475732999999665,0.02563081033333243,0.029489688333333833
openml__kc1__3917,SAINT,138686.66666666666,0.3452538632735042,0.34023697405654824,0.3475158460828877,0.8077407814321432,0.8126477429654019,0.8055167597765363,0.8502272278205888,0.8609794628751976,0.8499210110584517,0.8502272278205888,0.8609794628751976,0.8499210110584517,303.4162694736665,0.1660056113333136,0.08262577666700581,0.07908185566647787
openml__kc1__3917,STG,148428.66666666666,0.37191800617720916,0.3731016034722375,0.3678555089280033,0.786736231736385,0.7781711546923633,0.7864292364990688,0.8508199960482118,0.8562401263823065,0.8467614533965245,0.8508199960482118,0.8562401263823065,0.8467614533965245,27.566808382666448,0.0392162269999971,0.0019866886667235,0.0018921413334282336
openml__kc1__3917,SVM,160275.33333333334,0.4111879124331012,0.4123391142444503,0.4119410850397949,0.7184392970291683,0.7051687727345642,0.7038524208566108,0.8472633866824738,0.8546603475513428,0.8499210110584517,0.8472633866824738,0.8546603475513428,0.8499210110584517,67.86381358233342,0.24664187266662552,0.031949475000025936,0.0322837353332315
openml__kc1__3917,TabNet,172127.33333333334,0.42334145629545744,0.3697052265141581,0.44999782307657776,0.770924750101063,0.7960321527845146,0.7614641527001863,0.8456826714088125,0.8767772511848341,0.8436018957345972,0.8456826714088125,0.8767772511848341,0.8436018957345972,47.68170438166671,0.24175564533320204,0.0345399133334633,0.034475372999895094
openml__kc1__3917,VIME,200341.33333333334,0.37323728457374766,0.365806775638763,0.3736055764326632,0.8050754646394062,0.8110165369881096,0.7995810055865921,0.8496344595929658,0.8578199052132701,0.8499210110584517,0.8496344595929658,0.8578199052132702,0.8499210110584517,17.57454043066673,0.057912382666321066,0.047715769000205875,0.04989307066656084
openml__kc1__3917,XGBoost,214792.33333333334,0.16989940620038335,0.3576176592958415,0.3899352235657399,0.9632268723241223,0.8115867834233365,0.7923358938547486,0.9533688994269908,0.8688783570300158,0.8530805687203792,0.9533688994269908,0.8688783570300158,0.8530805687203792,0.18067898966666832,0.004016175666667,0.0008629393333319667,0.0021369320000013997
openml__kc1__3917,rtdl_FTTransformer,228175.0,0.3510177214735759,0.33896003038023625,0.34960469591621113,0.8036114306105501,0.8229028464134155,0.797078677839851,0.8464730290456431,0.862559241706161,0.848341232227488,0.8464730290456431,0.8625592417061613,0.848341232227488,11.085611129666704,0.09153017433331806,0.049841003999970206,0.051567407333376204
openml__kc1__3917,rtdl_MLP,242313.0,0.4041412471166241,0.39530215514308814,0.41471200012499265,0.7819078877840839,0.7750344129259452,0.7622206703910615,0.8490416913653428,0.8609794628751976,0.8436018957345972,0.8490416913653428,0.8609794628751976,0.8436018957345972,7.514990937666677,0.05175318466667273,0.04244209466669103,0.04243303633332233
openml__kc1__3917,rtdl_ResNet,257048.66666666666,0.35645721156376076,0.3403334184939639,0.350524301177235,0.7990311407511309,0.8125118784829019,0.8010358472998137,0.8522031219126655,0.8641390205371248,0.8467614533965245,0.8522031219126655,0.8641390205371248,0.8467614533965245,10.28489054033336,0.0567248146665709,0.044661591666624596,0.043368186999998594
openml__kc2__3913,CatBoost,8671.666666666666,0.2612751330911462,0.33654757067248015,0.3266472514056842,0.9154857395165216,0.8755411255411255,0.9064935064935066,0.9145084374164268,0.8598209966134495,0.8416787614900821,0.9145084374164268,0.8598209966134496,0.8416787614900821,1.0003538236666667,0.010085844999996567,0.003234309000002067,0.0024423326666749
openml__kc2__3913,DANet,20733.666666666668,0.3699564059574711,0.31950862060089685,0.3695647140332854,0.8389678375228482,0.9005050505050504,0.8870129870129871,0.8393241240647527,0.8916303821964199,0.816400580551524,0.8393241240647527,0.8916303821964199,0.816400580551524,33.61644408899997,0.0439076756666357,0.038125318000083966,0.03689073099985757
openml__kc2__3913,DecisionTree,34800.666666666664,0.20727865842608142,2.8160491548280504,4.115901840838806,0.9262410762470333,0.698051948051948,0.6943722943722944,0.9184937750940212,0.8535316884373488,0.797048863086599,0.9184937750940212,0.8535316884373488,0.7970488630865988,0.010999466333333333,0.006036885666667033,0.0010647859999999667,0.00029748699999976666
openml__kc2__3913,KNN,57354.333333333336,0.3848828301272797,0.33659754592145075,0.5438648948019259,0.8501834151385753,0.8661616161616162,0.8737373737373737,0.8361458146695746,0.8659893565553943,0.8353894533139816,0.8361458146695746,0.8659893565553943,0.8353894533139816,0.0021184666666667334,0.016127653000000134,0.0173792903333336,0.015047134000000134
openml__kc2__3913,LightGBM,71991.0,0.2048657549879194,0.32975944288336945,0.3698511435606062,0.9560368670920827,0.9002886002886002,0.8788961038961038,0.9352823317349065,0.8850991775520077,0.816400580551524,0.9352823317349065,0.8850991775520077,0.816400580551524,0.11874317299999944,0.0013454190000001334,0.0006116806666664,0.00044268899999913336
openml__kc2__3913,LinearModel,86964.0,0.45888939504564624,0.7345092934075881,0.7432405916470577,0.6864398953753051,0.673015873015873,0.67994227994228,0.8441336919422872,0.8661103047895501,0.8292210933720368,0.8441336919422872,0.8661103047895501,0.8292210933720369,0.022702385333333335,0.00042562266666660003,0.00020587333333316668,0.00015304666666676668
openml__kc2__3913,MLP,101962.33333333333,0.579200455958108,0.4642377120351126,0.45482512750107523,0.6281769483733494,0.6886724386724387,0.7036075036075036,0.8105776604333021,0.8595791001451379,0.8353894533139816,0.8105776604333021,0.8595791001451379,0.8353894533139816,6.596434067333348,0.0420477910000348,0.039531866333315166,0.03899389766665227
openml__kc2__3913,NODE,118165.33333333333,0.5796627867260561,0.5758515912219413,0.5775575884548027,0.7323464987652534,0.7626262626262627,0.7244588744588745,0.8369317611792053,0.8534107402031931,0.8482099661344945,0.8369317611792053,0.8534107402031931,0.8482099661344945,82.61529753099967,0.19973066733352116,0.0677142773335314,0.062067627999870895
openml__kc2__3913,RandomForest,129508.33333333333,0.24561330527731032,0.5169665342683657,0.3830069590015368,0.9305309683785682,0.8863997113997114,0.8544733044733045,0.9201231304246261,0.8916303821964199,0.8228108369617804,0.9201231304246261,0.8916303821964199,0.8228108369617804,0.08486650666666669,0.025856842666665967,0.0199896789999997,0.02181041833333447
openml__kc2__3913,SAINT,138708.66666666666,0.36961616207497955,0.3300682800525937,0.3434357038628351,0.84177068385724,0.8767676767676768,0.8773448773448772,0.8433247421201795,0.8723996129656507,0.8166424770198355,0.8433247421201795,0.8723996129656507,0.8166424770198355,111.40085676666665,0.09017790099989037,0.07806514666685867,0.0765152340000175
openml__kc2__3913,STG,148514.66666666666,0.42542385111663644,0.38111552473740673,0.4068000634283324,0.8049186665575329,0.8695165945165945,0.8326479076479076,0.8105853465920676,0.8407111756168361,0.8226898887276247,0.8105853465920676,0.8407111756168361,0.8226898887276247,7.716527226666661,0.0027446623333465,0.0009946533333125335,0.0009413236667038667
openml__kc2__3913,SVM,160346.0,0.4027650537864254,0.5576307253261167,0.42241891249533275,0.8309454211937927,0.8996753246753247,0.8670274170274171,0.8345317489107721,0.8661103047895501,0.8288582486695694,0.8345317489107721,0.8661103047895501,0.8288582486695694,20.258001642333404,0.017825949666642367,0.0021250440000745666,0.0032494243332967334
openml__kc2__3913,TabNet,172224.66666666666,0.6016356816412748,0.3392866436812207,0.6080861712071202,0.8350804420984156,0.9242424242424242,0.8620490620490621,0.8281310726170629,0.9171504596032899,0.8038219641993227,0.8281310726170626,0.9171504596032899,0.8038219641993227,11.702701931333271,0.05695169500006613,0.013645625333197067,0.013710355000095301
openml__kc2__3913,TabPFNModel,181281.0,0.28664297712669917,0.32301497174945965,0.3270411956365962,0.9040181881691108,0.8934343434343434,0.8916305916305917,0.8824916419459207,0.8468795355587808,0.8480890179003387,0.8824916419459207,0.8468795355587808,0.8480890179003387,0.0005441213333335,0.9252279870000001,0.46092408433333415,0.45844183833333396
openml__kc2__3913,VIME,200429.66666666666,0.609189395475472,0.5320404782589059,0.6299155305559199,0.675441515771968,0.808008658008658,0.6699134199134199,0.8193821461049784,0.8659893565553943,0.816400580551524,0.8193821461049784,0.8659893565553943,0.816400580551524,6.009445671333272,0.04721051100000286,0.0443991386666766,0.04336408800001353
openml__kc2__3913,XGBoost,214901.0,0.24579440620320603,0.35175764748135446,0.3697264321746749,0.9526640997414785,0.8840909090909091,0.8778499278499279,0.9488561340842674,0.8850991775520077,0.8165215287856796,0.9488561340842674,0.8850991775520077,0.8165215287856796,0.1440284896666644,0.0017673250000005667,0.0006465889999992,0.0005890103333338666
openml__kc2__3913,rtdl_FTTransformer,228262.33333333334,0.368547627453435,0.33411365183116254,0.33555532498334734,0.845575266942817,0.8826118326118326,0.8848484848484848,0.8321394136071342,0.8659893565553943,0.8292210933720368,0.8321394136071342,0.8659893565553943,0.8292210933720368,6.311758216999958,0.0638403250000389,0.054612316333380734,0.05323219166670387
openml__kc2__3913,rtdl_MLP,242391.33333333334,0.4254089301529294,0.4000697806686209,0.4001346550277877,0.8218316230342748,0.8752525252525253,0.8686147186147185,0.8329310971539293,0.8659893565553943,0.8419206579583939,0.8329310971539293,0.8659893565553943,0.8419206579583939,4.889556856000013,0.050500512999974434,0.04714833766665074,0.04794084499997093
openml__kc2__3913,rtdl_ResNet,257134.33333333334,0.4457849943661864,0.4318441667362649,0.42639064151806333,0.8271824861550706,0.8852092352092352,0.8883116883116884,0.8353406987328796,0.8659893565553943,0.8419206579583939,0.8353406987328796,0.8659893565553943,0.8419206579583939,7.06446682633334,0.04901385766667937,0.044958425333344765,0.04328398666668317
openml__kr-vs-kp__3,CatBoost,8773.0,0.015040007672768634,0.03497670251511963,0.04063840910495477,0.9999928426894719,0.9991128853404302,0.9991259311442474,0.9990871152842984,0.99375,0.9916666666666667,0.9990871152842984,0.99375,0.9916666666666667,2.2677312166666588,0.0731460716666454,0.014834630666675433,0.014755740666659
openml__kr-vs-kp__3,DANet,20829.333333333332,0.004540706623896534,0.013249758184531767,0.03496255975868783,0.9999969325812023,0.9999478167847312,0.999608625885484,0.9986958789775691,0.9979166666666667,0.9895833333333334,0.9986958789775691,0.9979166666666667,0.9895833333333334,87.67779825366624,0.13321299799904787,0.027704023333209635,0.027116221000037837
openml__kr-vs-kp__3,DecisionTree,34900.333333333336,0.006554552876986,0.1549576943604042,0.18853674990451408,0.9999511257938224,0.9958253427784953,0.9947229723559418,0.9975221700573812,0.9916666666666667,0.990625,0.9975221700573812,0.9916666666666667,0.990625,0.01727132999999857,0.008467435333332133,0.002886063999999467,0.0021802100000011333
openml__kr-vs-kp__3,KNN,57456.0,0.14121296763035496,0.20646414718199657,0.1760823829031332,0.9964366818299402,0.9924334337860228,0.9925899834318291,0.9775691184141889,0.9645833333333332,0.9635416666666666,0.9775691184141889,0.9645833333333332,0.9635416666666666,0.0461469133333339,0.9616970263333355,0.1721913559999997,0.15137007466666974
openml__kr-vs-kp__3,LightGBM,72065.0,0.019057880412964533,0.030589950197031868,0.0381178645632719,0.9999215763260706,0.999739083923656,0.999445553337769,0.996870109546166,0.99375,0.9916666666666667,0.996870109546166,0.99375,0.9916666666666667,0.6238787726666666,0.03583204966666683,0.006073959999999966,0.006243188666666267
openml__kr-vs-kp__3,LinearModel,87054.0,0.1166416570853655,0.12171364776072803,0.12680579550196272,0.9942588144835335,0.9940250218517214,0.9941424340860762,0.9633541992696922,0.9541666666666666,0.9552083333333333,0.9633541992696922,0.9541666666666666,0.9552083333333333,0.0628949606666664,0.0205026789999999,0.026104709999999965,0.0027054956666665003
openml__kr-vs-kp__3,MLP,102064.33333333333,0.0007098346594449,0.022432213891690003,0.04261380548153243,1.0,0.9995825342778497,0.9992172517709679,1.0,0.9958333333333332,0.9874999999999999,1.0,0.9958333333333332,0.9874999999999999,11.304724887333284,0.06187383799999674,0.04660600633333913,0.046736302333338565
openml__kr-vs-kp__3,NODE,118228.0,0.09867643943395564,0.1098881765113522,0.11411254112608726,0.9997586963879099,0.9992433433786023,0.9985388699724732,0.9986958789775692,0.99375,0.9916666666666667,0.9986958789775692,0.99375,0.9916666666666667,192.85037841200003,0.2927056469996406,0.050031446000142865,0.0496270186669581
openml__kr-vs-kp__3,RandomForest,129610.66666666667,0.11016047090250754,0.13478711832513424,0.1384118143512878,0.9995102354652916,0.9979909462121509,0.9973908392365596,0.9870892018779344,0.9791666666666666,0.975,0.9870892018779344,0.9791666666666666,0.975,0.4545171109999983,0.08726265133333357,0.054023114666665706,0.05382899599999997
openml__kr-vs-kp__3,SAINT,138722.33333333334,0.0032307268756152003,0.019173394976148634,0.05168820625783233,0.9999959101082695,0.9997129923160216,0.9989824273022583,0.998435054773083,0.99375,0.9885416666666668,0.998435054773083,0.99375,0.9885416666666668,125.9893535659999,0.3334645280000312,0.08516917366656661,0.08796757366674979
openml__kr-vs-kp__3,STG,148605.66666666666,0.012511918237735198,0.0360076637237253,0.039015337053577494,0.9999196336274988,0.9986954196182798,0.9984997325610218,0.998435054773083,0.9947916666666666,0.9885416666666668,0.998435054773083,0.9947916666666666,0.9885416666666668,38.38777132700003,0.014495176666665999,0.002421338666711833,0.002363192666507467
openml__kr-vs-kp__3,SVM,160457.0,0.0026582333675038337,0.024155444344511137,0.026360404509932867,0.9999989775270675,0.9995825342778496,0.9996869007083872,0.9994783515910277,0.99375,0.9916666666666667,0.9994783515910277,0.99375,0.9916666666666667,1.9663020106666618,0.32863734566666847,0.04356159099999953,0.04053697400000537
openml__kr-vs-kp__3,TabNet,172310.66666666666,0.014410790961856665,0.017610063553668634,0.06782105258362688,0.9997586963879099,0.9995303510625808,0.997136446062124,0.9964788732394366,0.9979166666666667,0.9854166666666666,0.9964788732394366,0.9979166666666667,0.9854166666666666,62.07150755066664,0.3546192230000429,0.0528997669999474,0.05221597500002414
openml__kr-vs-kp__3,VIME,200524.0,0.1568948274511367,0.1960860004515249,0.19744703199685318,0.9999018425984718,0.9956427015250545,0.9983040455037638,0.9954355764214919,0.984375,0.9739583333333334,0.9954355764214919,0.984375,0.9739583333333334,34.618560595333065,0.06788653633331397,0.05106408099989793,0.049617715666802974
openml__kr-vs-kp__3,XGBoost,214969.0,0.012125504162248066,0.026898959704385498,0.028566685649904333,0.9999838449276651,0.9994912136511291,0.9995825342778496,0.998565466875326,0.99375,0.9927083333333333,0.998565466875326,0.99375,0.9927083333333333,0.16601697333333235,0.010539525666666534,0.002892703000000533,0.0041547733333331
openml__kr-vs-kp__3,rtdl_FTTransformer,228348.33333333334,0.009132295361421633,0.012203906710268032,0.04965471814310446,0.9999239280138156,0.9999478167847311,0.9989106753812638,0.9975221700573814,0.9968750000000001,0.990625,0.9975221700573814,0.9968750000000001,0.990625,31.976601072999937,0.16566688766675,0.060869780999963034,0.0598676689999753
openml__kr-vs-kp__3,rtdl_MLP,242490.0,0.004490029863419767,0.010834501398803965,0.067164214696342,0.9999719842416472,0.9997782213351076,0.9983562287190325,0.9988262910798124,0.9979166666666667,0.9874999999999999,0.9988262910798124,0.9979166666666667,0.9874999999999999,11.403746836999987,0.0659189870000413,0.049337024666776565,0.05051131733330763
openml__kr-vs-kp__3,rtdl_ResNet,257216.33333333334,0.0037952135743630666,0.0150987976130102,0.0380559004044422,0.9999989775270675,0.9998825877656451,0.9996608091007527,0.9989567031820553,0.9958333333333332,0.9885416666666668,0.9989567031820553,0.9958333333333332,0.9885416666666668,9.904181952999958,0.07484106366663444,0.05084890533330836,0.05346143366672603
openml__kropt__2076,CatBoost,8874.333333333334,0.8906074321156638,1.0249330396419511,1.0186667942331546,0.9791050888453364,0.9618579757502138,0.9625809265679669,0.7194498900968336,0.652767878355904,0.6502732240437158,0.7167615054042803,0.6488661204496493,0.6459822430799774,27.63135811266659,0.42984754200006137,0.06091984833339357,0.05366784833339953
openml__kropt__2076,DecisionTree,34990.0,0.7331752619222206,2.130782936303707,2.109894792351132,0.986922307798057,0.9487843242349517,0.9447926467864494,0.7000534664052753,0.6465906391066761,0.6436208125445474,0.7013067937826979,0.6467239933398726,0.6430576830287069,0.033725270999999134,0.011797502999968366,0.0017169763333412665,0.0015905913333350667
openml__kropt__2076,KNN,57547.0,0.5886023211992631,1.0944313178959177,1.0702412116684383,0.9944187246274555,0.9747757987825754,0.9756236951325504,0.8906612012119052,0.7814207650273225,0.7766690425279164,0.8897973743133596,0.778051926768972,0.7733740682974952,0.02230423066672903,1.8970442713333189,0.2406098843332529,0.24264612666668958
openml__kropt__2076,LightGBM,72162.33333333333,0.0388180816315142,0.3531198551665627,0.3525138947701116,1.0,0.9944011891670467,0.9944995201424973,1.0,0.8825136612021858,0.8797814207650273,1.0,0.8820728074693038,0.8796191063213191,40.420441920666576,23.636626985666606,2.892795435000077,2.8480643576664684
openml__kropt__2076,LinearModel,87144.0,2.021886004745753,2.0178413384288802,2.0164301979328427,0.8274943505668371,0.8247982142197813,0.820347823779863,0.2759163547793025,0.281895937277263,0.27952007602755996,0.23771142012713997,0.24258691223347154,0.24077154840645676,0.020291747999999932,0.05983975033333324,0.011001896000000067,0.009277896666666766
openml__kropt__2076,MLP,102158.33333333333,7.08922932208155,7.260505390614142,7.2418128636894314,0.7049053077220786,0.7009090585462282,0.7087938684232356,0.6406017940949326,0.6095272036113091,0.6100023758612497,0.603529572053804,0.572603162615181,0.5723415756882172,74.0327310179996,0.1823293179998775,0.06898396633323496,0.06938766200058427
openml__kropt__2076,RandomForest,129694.0,0.8772992572696895,1.0241650709217753,1.0271161776225726,0.991164979252879,0.9792270258344109,0.9789389666858344,0.7828075803481257,0.6894749346638157,0.6876930387265384,0.7841495367531109,0.6891278441367147,0.6864521983186385,0.6745245143333326,0.27212240933333004,0.048895294666711664,0.0480501096667088
openml__kropt__2076,SAINT,138737.0,0.009935421497858466,0.24829310719045675,0.25032649615226127,0.9999990597168819,0.998152790994386,0.9981274870771819,0.9982326382700647,0.9274174388215729,0.9238536469470183,0.9982334987145682,0.9273561758011118,0.9236488957068617,422.3727213463317,0.7060733216664327,0.13783438666481132,0.1374539089999113
openml__kropt__2076,STG,148679.33333333334,0.9599180318268039,1.011224629386554,1.012285273148145,0.95267647597402,0.9457113009238619,0.9482253405658924,0.6325966850828729,0.6066761701116655,0.6088144452363982,0.6117086324140218,0.5854881690745308,0.5869156195912341,326.41124233199935,0.11528777533294488,0.014631051999458534,0.014397454999804368
openml__kropt__2076,SVM,160501.0,0.9165846429128596,0.9888967940497023,0.9835038629398364,0.9708580300649176,0.9637325703996087,0.9639437782717396,0.6536416562704211,0.6193870277975767,0.6181990971727251,0.6497704148434019,0.6146823259494562,0.6129269055144534,99.40373941666621,38.62641434033352,4.747276368999944,4.6095385549997445
openml__kropt__2076,TabNet,172370.0,0.13907638180330217,0.4181046097193885,0.42808393726508026,0.9990556459229386,0.9933360469388431,0.9922959540751881,0.9513158676409433,0.856616773580423,0.8524590163934427,0.9512838151381741,0.8561439097602105,0.8521962560573008,810.8681309193344,2.5404808189996406,0.3292649533347382,0.3310273333336226
openml__kropt__2076,VIME,200591.66666666666,3.2211046719433725,3.3113341185765575,3.323638994285885,0.862839380836117,0.8529741041590603,0.8576658501279838,0.6886770035050199,0.6478973627940129,0.6436208125445474,0.6607548230455728,0.6204718082240533,0.6146547142289444,185.58729014899959,0.18426150999948732,0.060576207332511865,0.059026149333779594
openml__kropt__2076,XGBoost,215075.33333333334,0.020177295974994302,0.23516988364000468,0.22658918985155962,0.9999999998215964,0.9973451207644787,0.9976378002147941,0.9999257411037843,0.928367783321454,0.9270610596341173,0.9999257388841402,0.9282647070534656,0.9270101416115573,133.38635426900086,6.120920192667048,0.7652137096671746,0.7839153656665682
openml__kropt__2076,rtdl_FTTransformer,228431.0,3.2249947658576,3.5796126767628706,3.543422833470227,0.770868019604931,0.7598075464448953,0.7549014074648399,0.807342719657815,0.7639581848420053,0.7695414587788072,0.7745106771008466,0.7329987870439427,0.7379220984596896,253.47334699266685,0.4425734450002589,0.10337027233375311,0.09982461200039927
openml__kropt__2076,rtdl_MLP,242573.66666666666,7.747195762952901,8.045100343101135,8.121381074339133,0.6867122929233718,0.6812677082469106,0.6810480771823273,0.7265193370165747,0.6854359705393205,0.6772392492278451,0.6629733571607367,0.6242591470168604,0.6168613632639174,80.23967351299991,0.2102329846663148,0.07627716299975866,0.07376825833368146
openml__kropt__2076,rtdl_ResNet,257322.0,3.019860544785137,3.258788497782501,3.2679515454928763,0.8048211899345352,0.8008367267333135,0.795639051554733,0.8104912968573635,0.7657400807792825,0.7650273224043715,0.7824696076286798,0.7390896653877196,0.7382884218614939,112.75352273766536,0.26778478299972147,0.08494024466654077,0.08408132066627631
openml__labor__4,CatBoost,8940.0,0.059997017032716295,0.17002592981435885,0.18764005285190968,1.0,0.9583333333333334,1.0,1.0,0.9444444444444445,0.9444444444444445,1.0,0.9444444444444445,0.9444444444444445,0.9484741836666667,0.0008915223333331667,0.0006401956666665667,0.0005826099999996999
openml__labor__4,DANet,20910.666666666668,0.34313905182644056,0.33803615884001675,0.36102658318918657,0.9777298850574713,1.0,1.0,0.8666666666666667,1.0,0.8333333333333334,0.8666666666666667,1.0,0.8333333333333334,11.844146612999985,0.04034787533333817,0.038617206333343,0.03826710733332733
openml__labor__4,DecisionTree,35064.666666666664,9.992007221626417e-16,3.8376418216567436,1.918820910828372,1.0,0.875,0.9583333333333334,1.0,0.8888888888888888,0.9444444444444445,1.0,0.8888888888888888,0.9444444444444445,0.0005016476666667001,0.000170337,0.00010248866666670522,9.576833333325833e-05
openml__labor__4,KNN,57621.0,0.28645067469882535,0.2190123506444134,0.22818057878668016,0.9730603448275863,1.0,1.0,0.9111111111111111,0.9444444444444445,1.0,0.9111111111111111,0.9444444444444445,1.0,0.0005220916666666334,0.0042827889999999995,0.0029349536666665333,0.0029938026666664337
openml__labor__4,LightGBM,72246.0,0.4269339853752398,0.4138298503381809,0.37688178222897445,0.8782327586206896,0.9375,0.8958333333333334,0.8222222222222223,0.888888888888889,0.888888888888889,0.8222222222222223,0.888888888888889,0.888888888888889,0.010110016666667167,0.0002544356666668,0.00013886600000026665,0.00012337366666676666
openml__labor__4,LinearModel,87234.0,0.08078400724455391,0.13018730658269934,0.048182887652350403,1.0,1.0,1.0,1.0,0.9444444444444445,1.0,1.0,0.9444444444444445,1.0,0.014372030666666766,0.0005908340000001334,0.00023716133333326667,0.00016760199999983334
openml__labor__4,MLP,102231.0,0.22419022507524963,0.1887155583244748,0.2133474019356072,0.9885057471264368,1.0,1.0,0.9407407407407407,1.0,1.0,0.9407407407407407,1.0,1.0,5.126076559666667,0.04121042299999953,0.0408537396666665,0.04133924366666733
openml__labor__4,NODE,118269.0,0.32811536303272953,0.36936479310194653,0.3246678743097517,1.0,1.0,1.0,1.0,0.9444444444444445,1.0,1.0,0.9444444444444445,1.0,4.550298881999999,0.014698075000000033,0.013534516999999434,0.0134168216666665
openml__labor__4,RandomForest,129768.0,0.08493622124220042,0.22673606127451298,0.15995965676998983,1.0,0.9583333333333334,1.0,1.0,0.9444444444444445,1.0,1.0,0.9444444444444445,1.0,0.10191261033333322,0.014529837000000066,0.014862577999999899,0.014978133333333499
openml__labor__4,SAINT,138750.0,0.0004991118586513667,0.0130640033352796,0.4500608302591394,1.0,1.0,0.9166666666666666,1.0,1.0,0.888888888888889,1.0,1.0,0.888888888888889,46.268725034,0.06921403799999593,0.06948625733333334,0.06693877733333166
openml__labor__4,STG,148736.66666666666,0.254699353897875,0.2742674344788409,0.4574470257438305,0.966954022988506,1.0,0.875,0.8962962962962964,0.9444444444444445,0.888888888888889,0.8962962962962964,0.9444444444444445,0.888888888888889,2.2658347836666906,0.0012768476666640666,0.0007820996666604,0.0007326969999798999
openml__labor__4,SVM,160536.0,0.21176835539463842,0.25630530375537347,0.18438268985339923,0.9956896551724138,1.0,1.0,0.9703703703703704,0.9444444444444445,1.0,0.9703703703703704,0.9444444444444445,1.0,0.0011946286666666,0.0003341479999998667,0.00013486066666666666,0.0001178293333333
openml__labor__4,TabNet,172409.66666666666,10.088060242827586,0.012732994324222877,12.790123784293742,0.5736350574712644,1.0,0.5208333333333334,0.6444444444444444,1.0,0.611111111111111,0.6444444444444444,1.0,0.611111111111111,4.073724894999979,0.023044576999988433,0.02131028399998053,0.020682426666667166
openml__labor__4,TabPFNModel,181371.0,0.0312810748080395,0.13508863577185867,0.05282337321356557,1.0,1.0,1.0,1.0,0.9444444444444445,1.0,1.0,0.9444444444444445,1.0,0.0005131136666663,0.3614513016666668,0.11264808500000056,0.107771080666667
openml__labor__4,VIME,200640.33333333334,0.6860252632035149,0.6849715080526141,0.684700608253479,0.4533045977011494,0.5833333333333334,0.5,0.6444444444444445,0.6666666666666666,0.6666666666666666,0.6444444444444445,0.6666666666666666,0.6666666666666666,1.5870652720000098,0.04207867099999333,0.04190120433333233,0.040899315666663334
openml__labor__4,XGBoost,215148.0,0.1553184219532542,0.2827341724187135,0.19587040009597934,1.0,0.9583333333333334,1.0,0.9925925925925926,0.9444444444444445,0.9444444444444445,0.9925925925925926,0.9444444444444445,0.9444444444444445,0.21033848200000002,0.0008356916666667668,0.0004080759999996,0.00035574766666646667
openml__labor__4,rtdl_FTTransformer,228489.66666666666,0.0370333092011235,0.007253568218503499,0.31273518325502253,1.0,1.0,0.9583333333333334,0.9925925925925926,1.0,0.9444444444444445,0.9925925925925926,1.0,0.9444444444444445,6.397098851000012,0.04954037800000317,0.04704036466664376,0.0485451400000099
openml__labor__4,rtdl_MLP,242655.0,0.0143694551051598,0.05892478720413007,0.2871690342732778,1.0,1.0,1.0,1.0,1.0,0.888888888888889,1.0,1.0,0.888888888888889,4.880518289,0.042479975666666364,0.04256428766666543,0.0413549733333328
openml__labor__4,rtdl_ResNet,257391.66666666666,0.08009165713425584,0.14813793400794056,0.2800620267258232,1.0,1.0,1.0,1.0,0.9444444444444445,0.9444444444444445,1.0,0.9444444444444445,0.9444444444444445,4.907229822666683,0.046901063999995864,0.0476061543333313,0.046367132666668164
openml__ldpa__9974,CatBoost,9054.0,0.6993302395443552,0.7234317709363779,0.7238478334271177,0.9475841216605296,0.940562188060826,0.9405414103372841,0.7772453394799629,0.768692628088479,0.7693598608920701,0.7533804318103633,0.7437740278647493,0.7448858011626448,1469.0757758503314,1.2884442699990661,0.1661632986676219,0.16358111266405703
openml__ldpa__9974,DecisionTree,35175.333333333336,0.928097567467558,1.3576433363383866,1.3466746188675742,0.8961026392569323,0.8677099093930672,0.8679624057589764,0.6795007885478587,0.6600549961583565,0.6620162562173966,0.6511363854582387,0.629102688371357,0.6314964426225521,1.2420149349999672,0.055283884999994336,0.007354038000016733,0.007220013999964634
openml__ldpa__9974,KNN,57731.0,0.43751328331836215,4.43229438513558,4.486004385065694,0.9748907213386859,0.8213218286918894,0.8203078671830193,0.7923768652189738,0.7099559221966113,0.7097537304379474,0.7825055389513126,0.6949219344869001,0.6947959841179298,0.13287059566634216,50.86317006866648,6.257601500999954,6.3596697489999015
openml__ldpa__9974,LightGBM,72349.0,0.08301353844189717,0.37947338411369586,0.3842016005433934,0.9999646445782832,0.9796473735866136,0.9790314346209011,0.9948668567269198,0.8659266448299568,0.8649359052125035,0.9948479560524696,0.8604723078396669,0.8594760063588418,155.19791909266738,68.98938572000043,9.030586713665494,8.66210207300052
openml__ldpa__9974,LinearModel,87324.0,1.755682418334028,1.7536667466881182,1.7545358452891033,0.6589647192634774,0.661370581666628,0.6605226068489841,0.3928737514658902,0.3926968336770593,0.3911803954870799,0.32192000158396045,0.3211935327553585,0.3198843156279658,0.0553411683333333,0.22476453499999963,0.04021763866666633,0.040046547333333495
openml__ldpa__9974,MLP,102319.33333333333,20.98618536675207,20.87332527479172,21.001317736221324,0.5180204582482612,0.5186539627195118,0.5179121815359146,0.39223684742609893,0.3954870799466213,0.39176675158720525,0.24972439291036566,0.2520596872404454,0.2492391809368372,199.80149808533255,0.7130996280005396,0.14289044633430112,0.1412847489997754
openml__ldpa__9974,RandomForest,129876.66666666667,0.9100797521206387,0.9496989026256019,0.9467961939793068,0.9364151994716661,0.9196074119763394,0.9209164341056049,0.7299451049375228,0.7154959763840026,0.7151724695701404,0.6895809436141799,0.6718289331951802,0.6713442794662831,12.734502275666765,1.117895046333312,0.1438799266665758,0.1445626723333361
openml__ldpa__9974,VIME,200709.33333333334,28.40092967712439,28.401016970323667,28.400318624729476,0.5,0.5,0.5,0.1777088640866998,0.1777063366897165,0.17772655586558292,0.07124382274193013,0.07124054291261833,0.07125119975532802,343.8452133853334,0.8927704696662507,0.15136172566695902,0.1499586230004297
openml__ldpa__9974,XGBoost,215263.0,0.09743703086993061,0.12416916497093207,0.12284742836098632,0.9998967931020447,0.9981722988951103,0.9980169682200297,0.9880529944599458,0.9803065227061345,0.9803469610578673,0.9879881935728364,0.980194675792899,0.9802387269477538,844.7901456993277,10.009229023999069,1.266188706664252,1.245106653664455
openml__ldpa__9974,rtdl_FTTransformer,228561.0,8.330009049042985,8.375881058969965,8.338679419604837,0.6034575898751022,0.6019642014349021,0.6042083629893783,0.45700392252011807,0.45406203243155807,0.4580047717255044,0.39315187476641383,0.3906347097955927,0.3938129854694769,594.0654210366653,2.2669184996666445,0.35142294033357757,0.3491179433318999
openml__ldpa__9974,rtdl_MLP,242737.0,23.125016006179106,23.125016006179106,23.125016006179106,0.5,0.5,0.5,0.3304622103603057,0.3304622103603057,0.3304622103603057,0.164161404398919,0.164161404398919,0.164161404398919,137.50536666733421,1.0523269440004128,0.1871512873323695,0.19145571733389485
openml__ldpa__9974,rtdl_ResNet,257461.0,6.704766739706796,6.721998619479301,6.7424610857215095,0.7087361145566108,0.7059468671732637,0.707665162840161,0.6086654332969389,0.6070200978608112,0.6045937967568442,0.5603234118899346,0.5580583389048238,0.5561404196117317,571.3816263440009,1.3341792369998682,0.22342463866759013,0.22941263566584283
openml__letter__6,CatBoost,9137.0,0.15615846285029414,0.24862692401092026,0.24231360502056318,0.9998212824548602,0.9989653273823381,0.9990307736411453,0.9772708333333333,0.9385,0.9416666666666668,0.9772831466017653,0.9386569811982078,0.9417367286169194,2.8711661816667706,0.3311094863333892,0.042279758333279405,0.04275144133346953
openml__letter__6,DANet,20971.0,0.35752467822491485,0.4188875681939585,0.4130416263485686,0.9972615490206834,0.9961314393948112,0.9963889454954443,0.8817499999999999,0.867,0.8673333333333333,0.8824269750307238,0.8674847400230193,0.8672793388454011,536.012323524333,0.7985859746665179,0.09906255699994893,0.0988012279995018
openml__letter__6,DecisionTree,35260.0,0.7183353918253045,1.7349904719691602,1.7643162324530577,0.9851369934269328,0.9659492434807455,0.965384503173237,0.7755208333333333,0.7454999999999999,0.7446666666666667,0.7876653557853531,0.7567346687424017,0.7553811127413597,0.21500730066660853,0.0165118199999672,0.008602091333311,0.0071173026666428675
openml__letter__6,KNN,57824.0,0.0852501561213553,0.33861641227694733,0.3076385904348438,0.9998475829383957,0.9963304641676327,0.9968013748490394,0.9748958333333334,0.9525,0.9481666666666667,0.9749178336012072,0.95257136286031,0.9482965489741012,0.08726383733331504,16.153998493333273,2.3290175703335385,2.2619585196667535
openml__letter__6,LightGBM,72434.33333333333,0.00022135360178876206,0.11374806899769263,0.11110254628259049,1.0,0.9996239126457301,0.9996578116587481,1.0,0.9678333333333334,0.9668333333333333,1.0,0.9678958006081958,0.9668719784185926,54.16888465766656,9.032312981999988,1.2057573126665393,1.169435430666681
openml__letter__6,LinearModel,87414.0,0.8821648693458606,0.9131732061994514,0.9240664639315752,0.9789314146947943,0.9776464208085437,0.9768558971657643,0.7677708333333334,0.761,0.7596666666666666,0.7668739682512166,0.7602782587324713,0.7586790907817328,0.44673445233333364,0.03729286733333343,0.0065781636666665,0.005996522999999767
openml__letter__6,MLP,102408.33333333333,4.799329167776157,4.908011938319555,4.878568538849528,0.9551689828808846,0.9535524190327864,0.9549548119087592,0.8229375,0.8130000000000001,0.8098333333333333,0.7873016718480267,0.7777681645587742,0.7754633613241579,58.5419870239995,0.14541484599946364,0.06535187133264717,0.06732802266666717
openml__letter__6,RandomForest,129966.66666666667,0.6397469809781212,0.7303408644110717,0.7306614314047293,0.9978431197161933,0.9952225012054324,0.9953943372689059,0.9248333333333333,0.8873333333333333,0.8893333333333334,0.9262711474311965,0.8891290388032019,0.8910702219646355,1.060681980666639,0.2982055256667308,0.07361339033334953,0.08019452466671353
openml__letter__6,SAINT,138760.66666666666,0.014857427917688565,0.10304037810078853,0.10130009594911082,0.9999960244094436,0.999756137074935,0.9997957085429773,0.9958333333333332,0.9693333333333333,0.9691666666666666,0.9958287330110948,0.9692786273065007,0.9692013565715651,596.3759498716663,1.0002391563327062,0.17852038600055187,0.17827643766637866
openml__letter__6,STG,148809.66666666666,0.06996856467771913,0.16257459240897634,0.1560728969912937,0.9999794917705388,0.9992908722583452,0.9994675305255033,0.9946666666666667,0.9615,0.9625,0.9946684150654711,0.9615104396860823,0.9625402234782907,229.73454834533308,0.09179663300164971,0.008387804001055535,0.008142370331673433
openml__letter__6,SVM,160638.66666666666,0.028771248247263233,0.12628632789590832,0.12268665042319397,0.999997452020264,0.999707800495647,0.9997129310625139,0.9986666666666667,0.9731666666666667,0.9743333333333334,0.9986667955778333,0.9731716651535983,0.974371718986573,52.14831903266653,30.74281454100007,3.8264204969976467,3.8438349066661126
openml__letter__6,TabNet,172478.0,0.043729215840239304,0.1345833810109218,0.14439906452936022,0.9999579308688245,0.999553830159936,0.9995706866889454,0.9852500000000001,0.9623333333333334,0.959,0.9852641214027997,0.9623863217073348,0.9591194702986772,166.36925054699955,0.7916701829993448,0.1003889163330313,0.1007103576672913
openml__letter__6,VIME,200751.66666666666,0.9151948557030866,0.9739862724565936,0.963670851845008,0.9825035043928434,0.981481474269264,0.9817161324244776,0.9070416666666666,0.8933333333333332,0.8868333333333333,0.9075423586189224,0.894130761506431,0.8874713295379996,206.0332037520008,0.15590885499962795,0.06631412966695881,0.070837011333424
openml__letter__6,XGBoost,215332.66666666666,0.009958483098619735,0.12574151556203642,0.12066152802161738,1.0,0.9995601164528791,0.9995973520866454,1.0,0.9626666666666667,0.9643333333333333,1.0,0.9627038873604915,0.9643789231303129,5.0649763123332905,1.649860570333317,0.20941870833333565,0.2136121203333232
openml__letter__6,rtdl_FTTransformer,228607.66666666666,0.13416265263071273,0.24741435508481713,0.2263273526395825,0.9991327216776259,0.9987142132080455,0.9985909037935409,0.984625,0.9656666666666668,0.9693333333333333,0.9845953357983107,0.9657407207168079,0.9693865438743746,182.21181294433214,0.47736387466708646,0.10906489499999827,0.11107105666693917
openml__letter__6,rtdl_MLP,242819.66666666666,2.143640825005542,2.1591677668743183,2.2076935537515343,0.9808989192559303,0.9812865126768306,0.9802389653283875,0.9077708333333333,0.896,0.8955000000000001,0.8969361927917799,0.8858072417123269,0.8846825307119605,54.59745585033352,0.14666371066671974,0.061432562666595865,0.06040316266671647
openml__letter__6,rtdl_ResNet,257515.33333333334,0.4668168229247689,0.5708195270687767,0.5984489971856722,0.9946180944859927,0.993479274542572,0.9932375606721272,0.976875,0.9613333333333333,0.9578333333333333,0.9766262811071059,0.961053626493339,0.9575185772557919,76.71459293599992,0.1930736626662792,0.0699427903332434,0.06698981933334376
openml__libras__360948,CatBoost,9213.333333333334,0.969967184413188,1.440218667022312,1.5230592861754257,0.9619171861839547,0.8195168092489521,0.7889878805057376,0.7245370370370371,0.49074074074074076,0.4351851851851852,0.7104410354347467,0.44550918217584884,0.38976577057917966,207.26301008399847,0.0048279973319343,0.0013367819992708332,0.0012193853302353667
openml__libras__360948,DANet,21019.666666666668,0.4905465694292411,2.6471407374965312,3.3487313040820132,0.9840297976756944,0.8682883254311825,0.7959216956984814,0.8935185185185185,0.6388888888888888,0.49074074074074076,0.892029326958188,0.6191110111826225,0.4587467600625495,29.29011399000016,0.048603499999747564,0.04442517099990553,0.04493438600002261
openml__libras__360948,DecisionTree,35340.0,0.5295593963429921,12.950334514100753,13.427960946291252,0.9496509356313906,0.6925359032501889,0.6460075886415173,0.7847222222222222,0.4537037037037037,0.3796296296296296,0.7740076855674287,0.4100525760247982,0.33425925925925926,0.016967135666666168,0.0010814683333327001,0.00024343633333243333,0.0002191156666661
openml__libras__360948,KNN,57901.333333333336,1.2149327096684117,3.720621740119571,4.634306316538173,0.889951153352479,0.7728108036143752,0.7558063092661307,0.47800925925925924,0.4444444444444444,0.4166666666666667,0.44735696338907377,0.38657042413349024,0.3867727539949762,0.0022015066666659666,0.0224821333333308,0.005779945333334366,0.005760212000003134
openml__libras__360948,LightGBM,72520.66666666667,0.8853986577210359,1.5987354932565891,1.534956122645753,0.9880271589119266,0.7342051467051468,0.7889485844842987,0.8414351851851851,0.5,0.4537037037037037,0.8381961701935147,0.46293062904174015,0.4126319437622119,0.6409777516666706,0.008133750000005666,0.0006193403333449667,0.003237137999998733
openml__libras__360948,LinearModel,87504.0,1.0023112938802912,2.075282574840562,2.5856012173893608,0.9521461956462568,0.7718548151583867,0.7276394901394901,0.6284722222222222,0.3055555555555555,0.3055555555555556,0.6224131675289483,0.30161893259719347,0.29477002019272547,0.013762127000000067,0.015091701,0.0014338559999999667,0.0011494476666665668
openml__libras__360948,MLP,102498.0,3.9625825243699233,4.210947722797047,4.04048296693913,0.5964597215199957,0.5609144162715591,0.5824093399986258,0.42361111111111116,0.40740740740740744,0.34259259259259256,0.3310329787426423,0.32336264204080295,0.24154940568602803,4.1996952326666515,0.0449543260000003,0.04231561733334383,0.042748084000010005
openml__libras__360948,NODE,118342.0,1.6706319474787623,1.7787184869801556,1.7737650683632606,0.8725301126318193,0.8178148405826976,0.796178730330516,0.6134259259259259,0.49074074074074076,0.5,0.5472234862465497,0.42217323143249064,0.4122955056863103,87.39458786633334,0.2996517996666625,0.11535312533320992,0.11319918866668856
openml__libras__360948,RandomForest,130053.33333333333,0.9341173665971908,1.7813558019626605,2.1695802472866426,0.9815390541533248,0.8026996151996153,0.7298357726929156,0.8055555555555557,0.5185185185185185,0.4444444444444444,0.795371688714957,0.46931859292970407,0.39058979131442895,0.10583963866666872,0.018026151000002533,0.011877669666662932,0.0114423919999981
openml__libras__360948,SAINT,138816.66666666666,0.8232078339661476,1.385355115695684,1.3820544950388094,0.9665911287294481,0.8413355493712636,0.8303753951075379,0.7638888888888888,0.5277777777777778,0.4351851851851852,0.7437660621417982,0.4892570705372638,0.3833963593495184,46.754852033333314,0.11821983133328705,0.0903959396665262,0.09101076799978118
openml__libras__360948,STG,148877.0,0.4685365158442167,1.7230264838705167,1.8370069467065921,0.982683515195451,0.8348388218923933,0.8250558304129733,0.8506944444444443,0.5277777777777778,0.4259259259259259,0.8422963096416641,0.5061925058301869,0.4019633313914359,6.052247405999992,0.004994045666686933,0.0013713780000443332,0.0013550429999895
openml__libras__360948,SVM,160738.66666666666,1.0520519725759911,1.4117850952894428,1.4584299349365548,0.8971906180031178,0.855012282690854,0.827693924792139,0.7766203703703703,0.5277777777777778,0.48148148148148145,0.7312575494854272,0.46906963260627826,0.4132656695156695,0.0981128346666686,0.01666127733333553,0.0023447906666662333,0.0022445326666661
openml__libras__360948,TabNet,172539.0,1.657079409659597,1.743328470785442,2.349165887039379,0.837644919704561,0.7883799732014017,0.6891390520854807,0.45023148148148145,0.5185185185185185,0.40740740740740744,0.4098694185701939,0.47153978305347066,0.3572060997986924,9.755617058999936,0.047209501999949034,0.015072711666562036,0.015158866999930333
openml__libras__360948,VIME,200807.66666666666,9.407468836619556,9.65036643520242,9.166500333202814,0.569563046850293,0.5316139713461142,0.562380716175359,0.4525462962962963,0.4166666666666667,0.36111111111111116,0.3464674808656539,0.32579007888991784,0.2688322043183154,7.822334726666743,0.04520895199997683,0.04145259766664817,0.0417876199999985
openml__libras__360948,XGBoost,215425.0,0.4275674528713959,1.589153575115941,1.5516071330617975,0.9986857371779282,0.7970536573215146,0.8044731971071256,0.9479166666666666,0.48148148148148145,0.4351851851851852,0.947413426353681,0.45536897055720976,0.4083682863775456,2.710670338333349,0.0041800029999876,0.0034797016666819,0.0008987526666903666
openml__libras__360948,rtdl_FTTransformer,228681.33333333334,2.828744673114771,3.3510295741165197,3.8648434869009414,0.6623059773376926,0.5859026059918917,0.5910973038205181,0.5555555555555556,0.46296296296296297,0.3703703703703704,0.45365490366513495,0.38237147343901157,0.29687439863501214,14.922930562999985,0.09366283300005303,0.058308034999906,0.05659335666662926
openml__libras__360948,rtdl_MLP,242901.0,10.788139897359954,13.276660383859722,13.84768508871585,0.6557798088678248,0.5550000429464715,0.5845187633134061,0.6018518518518519,0.46296296296296297,0.39814814814814814,0.5104797845826531,0.39385478116321027,0.32554106807392347,4.130544594333306,0.0507371543333571,0.0491561866666832,0.04698117799997207
openml__libras__360948,rtdl_ResNet,257600.66666666666,2.2090641959237716,3.2378116280560505,3.9417874063277636,0.801822343219163,0.7235638699924415,0.6985749287088572,0.7037037037037037,0.5370370370370371,0.40740740740740744,0.6638099315923243,0.5010872300002734,0.36929366172056227,5.222652276000038,0.05696558833331733,0.05408997200004247,0.05321252099997761
openml__lung-cancer__146024,CatBoost,9302.666666666666,0.9859088410534941,1.0007460445151304,1.03894722666202,0.838031856261023,0.9444444444444445,0.6666666666666666,0.6694017094017094,0.7777777777777777,0.4444444444444444,0.5982614471124365,0.7777777777777777,0.38888888888888884,0.41884883366666753,0.0011768706666922333,0.0007893433333568,0.0007639063333802334
openml__lung-cancer__146024,DANet,21099.0,0.9187275798860778,0.9521279997295804,1.0607125477658377,0.9829695767195767,1.0,0.6944444444444443,0.7213247863247864,1.0,0.47222222222222215,0.6877601029263433,1.0,0.47592592592592586,9.13439803466675,0.04816786300002337,0.045913502333357004,0.045051974999966604
openml__lung-cancer__146024,DecisionTree,35429.666666666664,0.029991207713005136,15.350567286626974,16.309977742041156,0.9976851851851851,0.7083333333333334,0.75,0.9866666666666667,0.5555555555555555,0.5277777777777778,0.9865730994152048,0.5185185185185185,0.4490740740740741,0.0006149063333332666,0.00020607366666666664,0.00011703533333353334,0.00012071666666639505
openml__lung-cancer__146024,KNN,57973.666666666664,0.8521372980460509,0.88358835422235,0.938078868278557,0.7792576058201058,0.9305555555555555,0.75,0.6358547008547009,0.6944444444444443,0.5555555555555555,0.6311150467466257,0.6611111111111111,0.47222222222222215,0.00047168200000023334,0.0038481740000002335,0.003014418333333267,0.0033552063333332004
openml__lung-cancer__146024,LightGBM,72603.0,1.0944177501198913,1.0794298969945781,1.0611796710516872,0.5,0.5,0.5,0.37320512820512813,0.5,0.5555555555555555,0.20293630117159522,0.3444444444444444,0.39999999999999997,0.025653259333332998,0.0015375460000000335,0.0014838609999998666,0.00012802699999993336
openml__lung-cancer__146024,LinearModel,87594.0,0.13395611425195716,1.6448800573530473,1.225593546256454,1.0,0.8055555555555555,0.8055555555555557,1.0,0.5833333333333334,0.3611111111111111,1.0,0.5092592592592592,0.2407407407407407,0.012682922666666601,0.0006812559999999,0.00024001266666663333,0.00017125199999996668
openml__lung-cancer__146024,MLP,102576.33333333333,0.30161887839855556,2.0663283119599023,2.071828151951435,0.9754050925925926,0.8055555555555555,0.5277777777777778,0.88,0.8055555555555555,0.4444444444444444,0.8462222222222223,0.7685185185185185,0.2962962962962963,4.976723892999986,0.043044277333341534,0.041763165000010795,0.042523898666644265
openml__lung-cancer__146024,NODE,118387.0,0.380054871866591,0.9810260227984852,1.134058109588093,1.0,0.5833333333333334,0.8333333333333334,1.0,0.5833333333333334,0.4444444444444444,1.0,0.5092592592592592,0.35185185185185186,14.3789911056666,0.0776495706666994,0.06568723966665496,0.062439195000026794
openml__lung-cancer__146024,RandomForest,130129.33333333333,0.4090986063887041,1.0044081345964178,0.9853617188528315,0.9798969356261024,0.7222222222222222,0.7916666666666666,0.9327777777777778,0.7777777777777777,0.3611111111111111,0.9324512916277623,0.7407407407407408,0.2962962962962963,0.039498891333333196,0.006936588666667301,0.006930491333333201,0.006873939999999999
openml__lung-cancer__146024,SAINT,138885.33333333334,0.5442587889182087,0.8058024239208962,1.2899315665579505,0.9925925925925926,0.8888888888888888,0.5833333333333334,0.9476923076923077,0.8888888888888888,0.47222222222222215,0.9480864756158874,0.8518518518518517,0.38888888888888884,12.096144502333294,0.07422168900000274,0.06660228899999744,0.06758692300003823
openml__lung-cancer__146024,STG,148960.0,0.5431156435963881,1.0664991047233345,0.9679654042184768,0.9304783950617285,0.6944444444444445,0.7777777777777778,0.8282051282051283,0.6944444444444443,0.3611111111111111,0.8263579351505048,0.6574074074074073,0.2962962962962963,2.0668657983333305,0.001112698666659,0.0007701020000106,0.0007367150000033
openml__lung-cancer__146024,SVM,160815.0,0.9651891125414432,1.13237152998489,0.864180187749839,0.6307870370370371,0.6388888888888888,0.6944444444444445,0.37333333333333335,0.6944444444444443,0.47222222222222215,0.379047619047619,0.6129629629629628,0.4259259259259259,0.0012311466666665666,0.0003058563333333667,0.000134876,0.00013001299999993333
openml__lung-cancer__146024,TabNet,172612.66666666666,11.143721289778307,0.0689592586391351,10.466909887617577,0.40143435846560843,1.0,0.4166666666666667,0.2781623931623931,1.0,0.3333333333333333,0.2465128933673825,1.0,0.2722222222222222,3.0624961073333417,0.01633343166666097,0.014760489000006233,0.0145656153333426
openml__lung-cancer__146024,TabPFNModel,181461.0,0.09467948158657667,0.9596715453598234,0.7405867955336968,1.0,0.888888888888889,0.888888888888889,1.0,0.611111111111111,0.6388888888888888,1.0,0.5462962962962962,0.6388888888888888,0.0004870966666669333,0.4416439013333333,0.22048500833333343,0.22263071766666676
openml__lung-cancer__146024,VIME,200898.0,1.0971193302543754,1.094808214240604,1.0901601281430986,0.5463210978835978,0.4166666666666667,0.6111111111111112,0.4116666666666666,0.611111111111111,0.4444444444444444,0.2680164642909741,0.47407407407407404,0.3333333333333333,1.2234993046666507,0.03805441933333967,0.03866851700000963,0.03817184733333073
openml__lung-cancer__146024,XGBoost,215512.66666666666,0.16495239386693214,0.9913599424892001,0.9405031801304883,1.0,0.8611111111111112,0.8611111111111112,1.0,0.6666666666666666,0.6388888888888888,1.0,0.5925925925925926,0.5833333333333333,0.09278822866666657,0.0011178853333338,0.0004045676666667333,0.00034601899999926663
openml__lung-cancer__146024,rtdl_FTTransformer,228769.0,0.33985409936433825,0.7194034608158594,3.277776296392808,0.9549575617283951,0.9444444444444445,0.5833333333333334,0.8666666666666667,0.8888888888888888,0.3611111111111111,0.8352380952380952,0.8518518518518517,0.2407407407407407,4.346065791999978,0.05332076800001667,0.05137832933335077,0.0515024369999815
openml__lung-cancer__146024,rtdl_MLP,242989.33333333334,0.5018372333876367,1.725167620099253,3.3547617776752703,0.9671241181657848,0.8333333333333334,0.6388888888888888,0.8661111111111112,0.8888888888888888,0.4444444444444444,0.8477413619518882,0.8518518518518517,0.2962962962962963,2.2693564693333657,0.04653727133330437,0.0468882566666633,0.046643918333334235
openml__lung-cancer__146024,rtdl_ResNet,257685.66666666666,0.4371770073719816,0.877721764975124,1.5591424935365568,0.9945987654320988,0.8333333333333334,0.611111111111111,0.9733333333333333,0.7777777777777777,0.27777777777777773,0.9733333333333333,0.7777777777777777,0.19629629629629627,2.4228038943333114,0.04445741933331954,0.043768244000003,0.04307332999998017
openml__lymph__10,CatBoost,9402.666666666666,0.28030946363608894,0.36563455573941733,0.4669122948102727,0.9595000754040933,0.9629629629629629,0.9317129629629629,0.8954802259887006,0.888888888888889,0.7777777777777778,0.8834816215615122,0.867564534231201,0.7596796705568636,1.3638124266667944,0.0013240009999062,0.0007020466664583334,0.0006685096664847999
openml__lymph__10,DANet,21194.0,0.5523999147215796,0.5916320401347345,0.7424964463131296,0.8934748886199779,0.9178240740740741,0.8587962962962963,0.8389830508474576,0.8888888888888888,0.7333333333333333,0.8285168240329339,0.8765700240210044,0.7085714285714285,15.465176916000019,0.051169381000060264,0.048863725666706104,0.04668949833338346
openml__lymph__10,DecisionTree,35515.0,0.17890448246747456,3.940276658338029,6.52935900127574,0.9753352983821735,0.8738425925925926,0.7445987654320988,0.9293785310734464,0.8666666666666667,0.6666666666666666,0.9254964823434527,0.8570145903479237,0.6759018759018759,0.0007917949999998999,0.00029671099999993333,0.0001343799999998,0.0001189303333335
openml__lymph__10,KNN,58051.333333333336,0.3711813520692115,2.6765204598136254,3.438532886614612,0.9424093742732137,0.8923611111111112,0.7789351851851851,0.8050847457627119,0.7777777777777778,0.7111111111111111,0.789986191087316,0.767899812605695,0.6929966490338008,0.00046437599999963334,0.0036509423333332333,0.0026807899999996,0.0029316149999997995
openml__lymph__10,LightGBM,72701.33333333333,8.760282647869134,3.321649888196164,9.415581234011496,0.7313146158570266,0.8530092592592592,0.7085262345679012,0.7146892655367232,0.8444444444444444,0.6222222222222222,0.6909309804582383,0.8254821721488388,0.6083475783475784,0.016019259666666803,0.0003772383333319667,0.0001520116666687,0.00013680399999899999
openml__lymph__10,LinearModel,87684.0,0.27544502833495915,0.5650366174234622,0.4979951981767401,0.9873290234897377,0.9270833333333334,0.9166666666666666,0.9011299435028248,0.8000000000000002,0.7777777777777778,0.9008109732643869,0.7907253530782943,0.7633828160143951,0.0111410670000001,0.0009733219999999333,0.0002928163333333667,0.00020802266666653335
openml__lymph__10,MLP,102668.0,1.0098798730263565,2.0258834429024297,2.1550537512445134,0.6379575120646549,0.6944444444444443,0.5841049382716049,0.8700564971751413,0.8000000000000002,0.7111111111111111,0.8519525097779308,0.7704162763811887,0.6929966490338008,4.688926463000011,0.04079094899998376,0.040240531999984334,0.0398864373333556
openml__lymph__10,NODE,118482.0,0.6202199310064316,0.8023806836869981,0.8185103111796909,0.9770669806384092,0.888888888888889,0.8591820987654321,0.940677966101695,0.7777777777777778,0.7555555555555555,0.9344679959237828,0.7548358074673865,0.7349766573295985,29.275320363666594,0.11194041033349574,0.08595295666670204,0.08497854833304307
openml__lymph__10,RandomForest,130224.0,0.21946326130963353,0.4131593831943132,0.4195293044356299,0.9997453067765568,0.9537037037037037,0.9645061728395062,0.9745762711864406,0.8888888888888888,0.7777777777777778,0.9744435314537031,0.8769740644250449,0.7684482150116825,0.06850646333333317,0.012272497999999701,0.009437943333332133,0.009737529333331668
openml__lymph__10,SAINT,138951.0,0.13477356571965468,0.2803348874362402,0.6213919596777688,0.9908381301238444,0.9594907407407408,0.951388888888889,0.9519774011299434,0.9111111111111111,0.888888888888889,0.9468626813699489,0.899082326533307,0.879840130820523,39.31938162000002,0.07609737833331563,0.06636120500002814,0.0672625030000351
openml__lymph__10,STG,149062.0,0.23687062622179497,0.6417625398064654,0.6296167495763965,0.9871109421332637,0.8958333333333334,0.9035493827160493,0.9096045197740112,0.8444444444444444,0.7777777777777778,0.909368746779351,0.8346976770506181,0.7682967325072587,2.30589453633335,0.0017489373333129333,0.0008333889999978666,0.0008126389999460667
openml__lymph__10,SVM,160899.66666666666,0.23023965757865308,0.5299903975830674,0.647860098063273,0.9957674456000348,0.9247685185185185,0.8761574074074074,0.9576271186440678,0.8444444444444444,0.7111111111111111,0.9572288359530382,0.843374925727867,0.70002442002442,0.0059649983333332005,0.0010598150000001667,0.00024706866666686665,0.00021757533333363336
openml__lymph__10,TabNet,172707.33333333334,2.7889398721249172,0.7649320517056669,2.139406952451221,0.5825730011555904,0.8506944444444443,0.5497685185185185,0.5790960451977402,0.8222222222222223,0.6,0.5705552476723351,0.8006390704429921,0.5933192458269857,3.9385224480000147,0.018247441000009166,0.0170982926666738,0.016908382000015768
openml__lymph__10,TabPFNModel,181551.0,0.10245312223708157,0.37391838165414004,0.41229603313323526,0.9998950702075703,0.9629629629629629,0.9251543209876544,0.9830508474576272,0.8444444444444444,0.7777777777777778,0.9830434561710023,0.8433602998308881,0.7731813865147199,0.0004931983333330333,0.4322853833333336,0.15641772533333345,0.15744533966666727
openml__lymph__10,VIME,200982.66666666666,1.3656322609233318,1.3686944193310209,1.3657021522521975,0.41589861238298736,0.4421296296296297,0.4351851851851851,0.5480225988700566,0.5333333333333333,0.5555555555555555,0.38802462086707706,0.3710144927536232,0.3973429951690821,1.4083792573333316,0.041086556333326564,0.04033701033333273,0.0410034816666584
openml__lymph__10,XGBoost,215611.0,0.0929093158650016,0.30913926205871073,0.44218236067810923,0.9999389499389499,0.9606481481481483,0.9394290123456791,0.9915254237288136,0.8888888888888888,0.8222222222222223,0.9914871925576653,0.8765700240210044,0.8152380952380952,0.18944031399999986,0.0014262579999985668,0.0005026376666658,0.00046395599999839995
openml__lymph__10,rtdl_FTTransformer,228852.66666666666,0.7454328952904062,0.5324918210920361,1.4219903814813328,0.7378259864308973,0.851851851851852,0.8032407407407408,0.8728813559322033,0.9333333333333332,0.7777777777777777,0.8568546994636593,0.9023629964806436,0.7614082214082214,5.455173498333309,0.051494374333320374,0.04808586066667723,0.04790890399998437
openml__lymph__10,rtdl_MLP,243079.66666666666,1.0563092358483728,1.3581525911130186,1.9937937746556755,0.7689397026171582,0.8009259259259259,0.8356481481481483,0.884180790960452,0.8888888888888888,0.8000000000000002,0.8672399709561235,0.8593283259949928,0.7838339438339439,4.145158078333314,0.0429654423333675,0.042913885666662765,0.04198017033334913
openml__lymph__10,rtdl_ResNet,257771.0,0.05067650506131353,0.4293117409262928,1.0235384654079502,0.9994331065759637,0.9675925925925926,0.9259259259259259,0.9830508474576272,0.9333333333333332,0.7777777777777777,0.9825798109869823,0.931471984805318,0.7821245421245421,3.3520163199999993,0.04323066933333539,0.043099960999976795,0.0431562276666757
openml__madelon__9976,CatBoost,9489.0,0.18122215469877964,0.39117933985773484,0.39640954791839517,0.9997944403353056,0.9209861932938855,0.9229388560157791,0.9945512820512822,0.8884615384615384,0.858974358974359,0.9945512820512822,0.8884615384615384,0.858974358974359,6.337251424333317,0.020814638000009197,0.015966484666667665,0.015503795333415801
openml__madelon__9976,DANet,21283.333333333332,0.534250811142228,0.5160843287147238,0.5258821435941335,0.8155676775147929,0.8225838264299803,0.8231656804733728,0.7354166666666666,0.7653846153846153,0.7576923076923077,0.7354166666666666,0.7653846153846153,0.7576923076923077,176.17182771033333,0.240872659333642,0.0427600873338936,0.04257613733322307
openml__madelon__9976,DecisionTree,35608.333333333336,0.28283493783781755,2.0691453182448085,2.098959588468255,0.9394780880177512,0.8079191321499014,0.814033530571992,0.8868589743589744,0.7769230769230768,0.7705128205128204,0.8868589743589744,0.7769230769230768,0.7705128205128204,1.0596219529999984,0.0060044113333311,0.0010606566666678,0.002247803999999067
openml__madelon__9976,KNN,58130.333333333336,0.503527233508933,0.5232392121407312,0.5359413205293633,0.8741746794871794,0.8457001972386587,0.8296646942800789,0.7884615384615384,0.7692307692307692,0.7551282051282051,0.7884615384615384,0.7692307692307692,0.7551282051282051,0.21618194666670357,6.988806254333326,0.9480855359999699,0.9474595643333336
openml__madelon__9976,LightGBM,72797.0,0.2655532692510297,0.43202559906495996,0.4502981383921427,0.994189780571992,0.9056607495069033,0.8917948717948718,0.9703525641025642,0.8589743589743589,0.8358974358974359,0.9703525641025642,0.8589743589743589,0.8358974358974359,11.951573983333361,0.04740540599999574,0.0069007800000046,0.007096013666673166
openml__madelon__9976,LinearModel,87774.0,0.5573379703716962,0.7960786646940875,0.7875508779898532,0.7847432815581854,0.5761143984220908,0.5814595660749508,0.7073717948717949,0.5615384615384614,0.5512820512820512,0.7073717948717949,0.5615384615384614,0.5512820512820512,0.05281038133333316,0.009884543999999834,0.0056048283333333,0.0048361956666666
openml__madelon__9976,MLP,102762.33333333333,0.7704504903764106,0.7529215125295404,0.7732423495095319,0.5669606755424064,0.5848126232741618,0.5624260355029586,0.5485576923076922,0.5846153846153846,0.5461538461538461,0.5485576923076922,0.5846153846153846,0.5461538461538461,7.316735172999984,0.06978763999999647,0.0536304463332726,0.05413516300006901
openml__madelon__9976,NODE,118543.0,0.4054856070114347,0.5066784856984249,0.5024202679212276,0.9653386957593688,0.8666863905325445,0.871715976331361,0.9144230769230769,0.773076923076923,0.7897435897435897,0.9144230769230769,0.773076923076923,0.7897435897435897,637.0797446806669,0.9059082146662453,0.14933258033306626,0.14889967866656656
openml__madelon__9976,RandomForest,130323.0,0.3601734431593557,0.6076993080928358,0.6056494325742817,0.990380608974359,0.7711637080867849,0.7696055226824458,0.9647435897435898,0.7115384615384616,0.7000000000000001,0.9647435897435898,0.7115384615384616,0.7000000000000001,1.6492085730000003,0.10946316766666082,0.058088065666666404,0.05889086200000306
openml__madelon__9976,SAINT,138964.0,0.6997202299439754,0.6997188135599478,0.6997202805219552,0.5365350714990137,0.5216469428007889,0.5264102564102564,0.5,0.5,0.5,0.5,0.5,0.5,563.7144324613332,1.7286109266666092,0.35227131999999983,0.34972917666664216
openml__madelon__9976,STG,149154.0,0.6935295158567337,0.6923534901478351,0.6934501965840658,0.5233891148915187,0.5421499013806707,0.5139842209072979,0.5048076923076923,0.5153846153846153,0.5,0.5048076923076923,0.5153846153846153,0.5,34.395474772999954,0.017855514666715967,0.0030778613332434327,0.0029396233332666002
openml__madelon__9976,SVM,160991.33333333334,0.18171941395191182,0.5923988656553846,0.5831423815013094,0.9999559294871796,0.7450690335305721,0.7552169625246549,0.9975961538461539,0.6884615384615383,0.6858974358974358,0.9975961538461539,0.6884615384615383,0.6858974358974358,17.954989671999936,6.234328364000021,0.7505780116667514,0.7499400866666596
openml__madelon__9976,TabNet,172792.0,0.5874720644887136,0.6101724262823923,0.579998403827612,0.7490643491124261,0.7220118343195265,0.7536883629191321,0.6799679487179487,0.658974358974359,0.6935897435897437,0.6799679487179487,0.658974358974359,0.6935897435897437,60.90633401966655,0.3526093260003715,0.060646868666784294,0.0600825366667171
openml__madelon__9976,VIME,201072.0,0.7537421271061668,0.7539254504900712,0.7537862605391404,0.5672502157297831,0.5463116370808678,0.5682938856015779,0.5,0.5,0.5,0.5,0.5,0.5,46.22431233033333,0.06571851200000127,0.04282274200000554,0.0436573399999981
openml__madelon__9976,XGBoost,215705.33333333334,0.10914444266087132,0.3831790730691491,0.4126836797640396,0.9999728796844182,0.9125246548323472,0.9008086785009861,0.9979166666666667,0.8705128205128205,0.8384615384615385,0.9979166666666667,0.8705128205128205,0.8384615384615385,2.6009093079999843,0.047839540999973396,0.007422275333340133,0.0077940883333363666
openml__madelon__9976,rtdl_MLP,243166.33333333334,0.6845171177903047,0.6871930083785301,0.682688661913077,0.5817022620808678,0.5879684418145956,0.5720907297830374,0.5564102564102564,0.5692307692307693,0.558974358974359,0.5564102564102564,0.5692307692307693,0.558974358974359,3.5014660766666643,0.06847627233330887,0.05152859166666224,0.0511547923333637
openml__madelon__9976,rtdl_ResNet,257873.33333333334,0.4217479439097401,0.7109086859871661,0.7533511805270487,0.9066706730769232,0.6809467455621302,0.6646942800788955,0.8112179487179487,0.6333333333333333,0.6051282051282051,0.8112179487179487,0.6333333333333333,0.6051282051282051,4.056486003666653,0.07830604800002063,0.0548171280000057,0.05457781500001597
openml__magic__146206,CatBoost,9588.0,0.16792620804426503,0.27105396947687826,0.27957290424715175,0.9828673034512208,0.9448217604095492,0.94185125271874,0.9443787241500176,0.8964248159831755,0.8871363477041712,0.9443787241500176,0.8964248159831755,0.8871363477041712,10.525929753666674,0.0171105730000628,0.0030523556666063336,0.0036142839999986666
openml__magic__146206,DANet,21332.0,0.25804518136132965,0.27686296441925323,0.28210495743146535,0.9503853779520989,0.9425913649522921,0.9424875838350806,0.894497020679986,0.8950227830354013,0.8883631265334735,0.8944970206799859,0.8950227830354013,0.8883631265334735,428.4523072506672,0.4322664469994682,0.047581115999491864,0.047484925667959
openml__magic__146206,DecisionTree,35701.333333333336,0.31871259447919087,0.6753966641356414,0.661578702259667,0.9110885063020421,0.8813624141860181,0.8830014569256354,0.8776507185418857,0.8496319663512093,0.8447248510339992,0.8776507185418856,0.8496319663512093,0.8447248510339992,0.13954469966666846,0.0021795703333312667,0.0004445606666661,0.00035762866666756666
openml__magic__146206,KNN,58228.0,0.34865960827395287,0.9513256354562497,1.0344309465198838,0.9097196498563941,0.8618372056596487,0.8560207240500217,0.8328951980371538,0.8137048720644935,0.8107255520504731,0.8328951980371538,0.8137048720644935,0.8107255520504731,0.011841398666736733,6.936327890333284,0.8755559413333458,0.8689691933333279
openml__magic__146206,LightGBM,72881.66666666667,0.0070572585406647,0.38779287634035886,0.4000656583193794,1.0,0.9429186510156798,0.9391903617811034,1.0,0.888888888888889,0.8857343147563967,1.0,0.888888888888889,0.8857343147563967,7.865438124333328,0.7648287000000025,0.10404122999999756,0.10138811700001087
openml__magic__146206,LinearModel,87864.0,0.4583581233079339,0.4602370892443897,0.4586949195269175,0.8389739189489719,0.8408409647826427,0.8401618375565709,0.78818349106204,0.7914475990185769,0.7891692954784437,0.78818349106204,0.7914475990185771,0.7891692954784437,0.0332897753333334,0.005104141999999933,0.0012211909999999,0.0008594119999999001
openml__magic__146206,MLP,102847.0,0.3201646058586652,0.3552920957167182,0.3787355862717406,0.9228310465544279,0.9078529228378848,0.9020741719392208,0.8624474237644585,0.8503329828250964,0.842446547493866,0.8624474237644585,0.8503329828250964,0.8424465474938662,43.54851948066686,0.12173532133303407,0.05307010633329647,0.05268647166670579
openml__magic__146206,NODE,118554.66666666667,0.2649711673692308,0.3054005133384388,0.31010154786115246,0.9485361077262165,0.9342148339345239,0.9344403909257055,0.9094812478093236,0.883981773571679,0.8799509288468279,0.9094812478093236,0.883981773571679,0.8799509288468279,611.2582353036664,2.2519144823334423,0.2936198266663344,0.2918204136664902
openml__magic__146206,RandomForest,130416.66666666667,0.24053335494768055,0.3191167914904289,0.3145874287209955,0.9670803939722564,0.9317918088789603,0.9315939597505913,0.9180906063792499,0.8741675429372591,0.872590255871013,0.9180906063792499,0.8741675429372591,0.872590255871013,1.8614583623333303,0.09638696900000567,0.023372504999992768,0.022830077999988832
openml__magic__146206,SAINT,138981.0,0.2643702781794302,0.30864966698550284,0.31452672362769823,0.9483826885820102,0.9292216646187459,0.9261154711849954,0.8914738871363478,0.8753943217665615,0.8704872064493516,0.8914738871363478,0.8753943217665615,0.8704872064493515,427.30005080799975,0.7033757159994517,0.13232947299972386,0.13223363366766228
openml__magic__146206,STG,149225.0,0.4595647902463829,0.46957868580793577,0.4629897194892649,0.8530015896396915,0.8467527343389646,0.8499065963912845,0.7779968454258676,0.774447949526814,0.7762004907115317,0.7779968454258676,0.774447949526814,0.7762004907115317,225.07023217233169,0.058425670666717104,0.007657870999537367,0.007577026330788266
openml__magic__146206,TabNet,172867.33333333334,0.2618938406209074,0.28297245009962585,0.28945914768405734,0.9477973314725433,0.9410017321353138,0.93884502243119,0.8925911321416052,0.8913424465474938,0.8850332982825097,0.8925911321416052,0.8913424465474938,0.8850332982825097,226.74151090366664,1.2104525996662687,0.1509347583328993,0.1532166933333769
openml__magic__146206,VIME,201168.33333333334,0.3960223860602005,0.4198451778742746,0.4190997349045605,0.9178617840633043,0.8952803798860831,0.8967702473147524,0.8466964598668069,0.828776726253067,0.8296529968454259,0.846696459866807,0.828776726253067,0.8296529968454257,104.65587675866725,0.13318076266781034,0.052936369332504264,0.052823932666797135
openml__magic__146206,XGBoost,215796.0,0.11017458179668553,0.2865374796048497,0.289598039747157,0.9898140366741369,0.9413736492952779,0.9391637432213575,0.9697248510339994,0.891342446547494,0.8836312653347353,0.9697248510339994,0.891342446547494,0.8836312653347353,9.949724617666638,0.10022583999996938,0.015265943000031201,0.014043856666679198
openml__magic__146206,rtdl_FTTransformer,228943.66666666666,0.24850018277895258,0.28482023841573156,0.2974565291568569,0.954029882575809,0.9400901071009097,0.9357974426794557,0.8985278654048371,0.8890641430073606,0.8767963547143358,0.8985278654048371,0.8890641430073606,0.8767963547143358,148.4145844580004,0.33081494466629613,0.0836453786669153,0.08592443933351503
openml__magic__146206,rtdl_MLP,243257.0,0.3157342144453989,0.3565819085742304,0.3589295864777163,0.9254994717156956,0.9076457787094316,0.9039775911506819,0.8651638626007712,0.8520855240098143,0.849106203995794,0.865163862600771,0.8520855240098143,0.849106203995794,38.77567021933349,0.14333694199987448,0.059729194333035134,0.06044835833323007
openml__magic__146206,rtdl_ResNet,257971.0,0.2728977428267046,0.2882785626410372,0.2931022258808497,0.9437280470471401,0.93716780902004,0.9361304523329653,0.8866543988783736,0.8832807570977917,0.8780231335436383,0.8866543988783736,0.8832807570977917,0.8780231335436383,57.833407370999794,0.1752817846662916,0.06469418033331441,0.0628761483333922
openml__mfeat-factors__12,CatBoost,9677.333333333334,0.12811929559780402,0.24226006997115065,0.2408683262992797,0.9999673032407407,0.9989537037037036,0.9986759259259258,0.9975,0.9766666666666666,0.9683333333333333,0.9975005737313029,0.9767282966641117,0.9684275729975343,10.8958500800001,0.0309766073333624,0.015789023666684363,0.012254647999952734
openml__mfeat-factors__12,DANet,21392.666666666668,0.012543024017679165,0.051168343029427965,0.08549996444279793,0.9999560185185185,0.9998518518518519,0.9996944444444446,0.9958333333333332,0.9933333333333333,0.975,0.995841287643335,0.993330206378987,0.974891567568076,163.30537473599998,0.17586960099955226,0.052309772667285835,0.05173758966672417
openml__mfeat-factors__12,DecisionTree,35805.333333333336,0.08613940165647106,3.0020754277189567,2.974240397945819,0.9990478877314816,0.9490092592592592,0.9489444444444444,0.9683333333333334,0.895,0.8850000000000001,0.9687461340089566,0.8955162418962161,0.8847541348653175,0.5275928063333334,0.011937606666667933,0.008614317333333767,0.008467766333334667
openml__mfeat-factors__12,KNN,58313.333333333336,0.12553647201895554,0.48314420420634874,0.42706504996545824,0.9991090133101852,0.9937499999999999,0.9943472222222222,0.9575,0.9433333333333334,0.935,0.9574212480207586,0.9435677585208886,0.9350183530210098,0.034432386333325835,1.625298636666657,0.22874620233333864,0.20679114100001073
openml__mfeat-factors__12,LightGBM,72972.33333333333,7.424037580789363e-05,0.12152314603089376,0.14323550889050016,1.0,0.9993425925925926,0.9990833333333334,1.0,0.9700000000000001,0.9566666666666667,1.0,0.970011115569076,0.9567409063622158,11.47432807366666,0.090184656333335,0.013360260666676234,0.012695795999996734
openml__mfeat-factors__12,LinearModel,87954.0,0.06716179013035674,0.17256402979477822,0.1471483793478931,0.9996925636574074,0.9983611111111114,0.9987962962962964,0.9785416666666666,0.9616666666666666,0.9683333333333333,0.9785357561711958,0.9614877181432395,0.9681941591693212,0.037737486333333264,0.0121741656666666,0.0030427579999999666,0.005017348666666667
openml__mfeat-factors__12,MLP,102948.33333333333,1.3641908676273093,1.2518205923452217,1.3255015204589746,0.9780033275462964,0.9796666666666667,0.9810555555555558,0.9283333333333333,0.9366666666666666,0.9066666666666666,0.915346097454568,0.923702105923265,0.8948946971821895,12.620004365666697,0.0595555210000308,0.04741140599996163,0.0466565546666591
openml__mfeat-factors__12,NODE,118561.0,0.8406963013422986,0.8525076526900133,0.8548779540260633,0.9949769965277776,0.9947777777777778,0.9949259259259259,0.9435416666666666,0.9366666666666666,0.9366666666666666,0.9434156291085877,0.9362945672055444,0.9363202579305513,192.68112137699998,0.5520102513333521,0.073161870666676,0.07269800800000324
openml__mfeat-factors__12,RandomForest,130506.66666666667,0.08670270218969937,0.25075421583292523,0.2603916518578615,0.9999997106481482,0.9980740740740742,0.9983518518518518,0.9997916666666667,0.9716666666666667,0.9533333333333333,0.9997916646321415,0.9718099109562522,0.9534444800935828,0.7836507603333255,0.08733166733333293,0.04886823733334344,0.055668982333330036
openml__mfeat-factors__12,SAINT,138997.66666666666,0.030179540465274532,0.20254010070343842,0.27084707510458333,0.9999247685185186,0.9965370370370371,0.9965277777777778,0.9908333333333333,0.9566666666666667,0.9416666666666668,0.9908242781013792,0.9565280899355594,0.9416107116989285,625.952493392333,0.5206857316657079,0.13062110599995924,0.1287380950003201
openml__mfeat-factors__12,STG,149292.33333333334,1.182706268299371,1.1862711482246715,1.1739786349485317,0.9411144386574074,0.9372824074074074,0.9442499999999998,0.5758333333333333,0.58,0.6016666666666667,0.5352959455304888,0.5513552027643206,0.5627016130370642,22.873725090666596,0.0093526110000006,0.0017516866666842667,0.0018027626665997
openml__mfeat-factors__12,SVM,161085.33333333334,0.0561832135876735,0.12305139028632704,0.11320872133188109,1.0,0.9991666666666665,0.9995833333333334,1.0,0.9816666666666666,0.9783333333333334,1.0,0.9816937512637126,0.9782952953744366,1.007506419666716,0.4588093636666031,0.060651818666637235,0.05743031299999749
openml__mfeat-factors__12,TabNet,172925.33333333334,0.031518349610087634,0.07078816255709286,0.16979453013917856,0.9997883391203702,0.9995185185185185,0.997416666666667,0.99125,0.9866666666666667,0.9683333333333333,0.9912294636552731,0.9866614550760892,0.9683965834479314,39.78319956066694,0.1743665153329108,0.0260633099996046,0.026301863334182902
openml__mfeat-factors__12,VIME,201259.66666666666,0.6058364305978178,0.5418386943731569,0.6702343263030248,0.9902934027777778,0.9909814814814816,0.9889444444444445,0.88,0.88,0.8766666666666666,0.8804502468178046,0.8806616409986114,0.8765548467780011,59.05216826966679,0.0616223910000144,0.049247054333250107,0.046637389666670935
openml__mfeat-factors__12,XGBoost,215890.66666666666,0.004930834768508634,0.11871490489288283,0.11083101272882534,1.0,0.9982314814814814,0.9991296296296297,1.0,0.9666666666666667,0.9633333333333333,1.0,0.9666395350477508,0.9632877221195578,1.0096962753333496,0.03005258066668633,0.0052133373333257335,0.0038123506666825333
openml__mfeat-factors__12,rtdl_FTTransformer,229034.66666666666,0.13491194331806275,0.12981401888840383,0.2707593227145116,0.9973641493055553,0.9992222222222225,0.9965555555555556,0.979375,0.9733333333333333,0.9499999999999998,0.9793407281186375,0.9733916717998875,0.9502373671115647,149.7821140603337,0.6117403246680624,0.1165906803338051,0.11722315400038492
openml__mfeat-factors__12,rtdl_MLP,243367.66666666666,0.22788781120738957,0.20221139157359622,0.20048753655994078,0.9973980758101852,0.998675925925926,0.9983425925925927,0.97125,0.965,0.96,0.9712431989588749,0.9647508827932447,0.9602175184519872,10.740047961999997,0.06115767033332983,0.046562805333347,0.04753235533333577
openml__mfeat-factors__12,rtdl_ResNet,258050.66666666666,0.021607548493811832,0.09209866153425832,0.07825085878126624,0.9996555266203703,0.9992222222222223,0.9995462962962964,0.9972916666666668,0.985,0.9783333333333334,0.9972896686857898,0.9849904545604161,0.9782893987895928,13.06168481033344,0.06260586599986334,0.04927208799997843,0.0491314680000177
openml__mfeat-fourier__14,CatBoost,9774.333333333334,0.26010452981355753,0.5863637947510411,0.6111306800887849,0.9996079282407407,0.9823888888888891,0.9800925925925926,0.981875,0.8433333333333333,0.805,0.9819275916122665,0.8428192207934423,0.804017322177898,10.099362042666627,0.027425071999971334,0.010107888666681166,0.0075126763332775
openml__mfeat-fourier__14,DANet,21481.666666666668,0.07280624477565063,0.4954006964279467,0.637171671094599,0.998996166087963,0.9870324074074075,0.983162037037037,0.9720833333333333,0.89,0.8316666666666667,0.9710165835254517,0.8872809799393253,0.8302022104473347,105.81402938533365,0.1607315256667334,0.04887776733407153,0.04845617499957667
openml__mfeat-fourier__14,DecisionTree,35889.333333333336,0.25690798652293245,4.138705252756328,5.047578518847055,0.9912822627314816,0.9147314814814815,0.8961296296296298,0.9052083333333334,0.7683333333333332,0.7316666666666666,0.9060804473970844,0.7709801684252254,0.7328277698567304,0.3060912966666696,0.0013506436666675667,0.00043719233333533333,0.0004949143333329
openml__mfeat-fourier__14,KNN,58407.333333333336,0.27782715032388844,0.7356354715389172,0.7099102894067412,0.9906391059027778,0.9820185185185185,0.9798796296296296,0.8735416666666667,0.8633333333333333,0.8366666666666666,0.8736933538029322,0.8631029612018972,0.8333858113363647,0.020653244666670834,0.810112253666673,0.1327028256666545,0.14155922833333798
openml__mfeat-fourier__14,LightGBM,73065.0,0.015942556125483533,0.5385156897693308,0.6240866259660979,1.0,0.9788796296296298,0.9730370370370371,1.0,0.8483333333333333,0.8066666666666666,1.0,0.8477904208775366,0.8046144124170514,11.00953103166667,0.10804502833336943,0.014207850999999433,0.014041874000019
openml__mfeat-fourier__14,LinearModel,88044.0,0.5972691926868549,0.6537303875823648,0.6557126620790793,0.9826377314814816,0.9776203703703703,0.9756759259259259,0.8497916666666666,0.795,0.795,0.8486820769269549,0.7920471382154549,0.7916997104316864,0.03828315766666657,0.009924095999999967,0.0007895776666667001,0.0004792806666666333
openml__mfeat-fourier__14,MLP,103046.33333333333,0.8183169504270532,0.9088179390394687,0.9072666000640449,0.9710513599537037,0.9664259259259259,0.9682685185185185,0.8329166666666667,0.7999999999999999,0.7883333333333334,0.8311806316627145,0.7964146241123641,0.7865429843760682,12.866989091666653,0.05332874533335513,0.044754431333312035,0.04509345233327616
openml__mfeat-fourier__14,NODE,118564.0,0.7599081588288148,0.8871339996159078,0.9073687618474165,0.9982698206018519,0.9846666666666669,0.9830925925925925,0.979375,0.8683333333333333,0.8366666666666666,0.9793934386148734,0.8687034673537943,0.835255016323465,185.55640715766665,0.5447424243333501,0.07162668899999854,0.07120691666666323
openml__mfeat-fourier__14,RandomForest,130599.33333333333,0.2321189705193467,0.6319433846969292,0.6458297928166569,0.9999696180555556,0.9791249999999999,0.9776851851851852,0.9972916666666668,0.84,0.8033333333333333,0.997293538655065,0.8387613867259806,0.8017989498156783,0.640593430000005,0.07246190266666842,0.07324065866666744,0.048568566333335804
openml__mfeat-fourier__14,SAINT,139025.66666666666,0.1509930800699084,0.33013440201569916,0.43013352533868426,0.9965416666666668,0.9906203703703703,0.9864166666666666,0.9402083333333334,0.8866666666666667,0.85,0.9395975190579257,0.8857723803501619,0.8479001934015842,225.43653014866626,0.2993916910005888,0.09389194400015786,0.09502200499991882
openml__mfeat-fourier__14,STG,149380.0,0.2881351795919181,0.41113422675038835,0.4165373106506498,0.9922311921296297,0.984287037037037,0.982462962962963,0.8927083333333333,0.8516666666666666,0.8333333333333334,0.8920041300688645,0.8504438190654217,0.8317877753993633,24.196773249666574,0.008312534000197,0.0016637499999584335,0.001570738666941833
openml__mfeat-fourier__14,SVM,161168.33333333334,0.1546691764710088,0.33261611864205975,0.3458855671412413,0.9987628761574076,0.9903796296296298,0.9877592592592591,0.9777083333333333,0.8866666666666667,0.86,0.9776467043248012,0.8861051171611818,0.8587359728131947,1.6373135180000038,0.6256365183333324,0.07857594300001357,0.07966107633333756
openml__mfeat-fourier__14,TabNet,173022.0,0.22352665813844608,0.40382611348370595,0.5093538254586788,0.99326171875,0.985925925925926,0.9796388888888888,0.9,0.8649999999999999,0.81,0.8946574848800188,0.8582198403525387,0.8033833293537148,38.378318191333314,0.1898594043333711,0.029104713666735366,0.029148963667163668
openml__mfeat-fourier__14,VIME,201336.33333333334,1.9469868034727351,1.9575522544790325,2.022440012003219,0.9449831452546295,0.9461064814814816,0.9426203703703703,0.7333333333333334,0.7366666666666667,0.7000000000000001,0.7203845128814228,0.7216422238746526,0.6864316255370703,21.33010083800021,0.053095104000021764,0.04345996699991394,0.04350359500009893
openml__mfeat-fourier__14,XGBoost,215970.0,0.013169045557371301,0.4799523184077043,0.5075392781913494,1.0,0.983425925925926,0.9806851851851852,1.0,0.85,0.8333333333333334,1.0,0.8512521252224289,0.8322041287821834,1.7353598123333331,0.03594444766667943,0.0057775606666628,0.0056292093333259
openml__mfeat-fourier__14,rtdl_FTTransformer,229131.33333333334,0.5736834781792458,0.6838131126230776,0.8142226891559403,0.9853477285879628,0.9755092592592592,0.9768796296296297,0.8891666666666667,0.8766666666666666,0.84,0.8871101333690556,0.8742456750952288,0.8361034656460217,48.946089290333326,0.21101659133273634,0.0681388493330814,0.06808304433313113
openml__mfeat-fourier__14,rtdl_MLP,243458.0,1.1201215516406164,1.4862841182975182,1.6440566537204575,0.982544849537037,0.9746527777777779,0.972939814814815,0.881875,0.84,0.815,0.8800931566469247,0.8374894882982429,0.8129374592188799,9.168529159999983,0.05766694733330263,0.04427020966664933,0.04633098666663684
openml__mfeat-fourier__14,rtdl_ResNet,258138.66666666666,0.1770380657074072,0.6360376786731687,0.9143469821801274,0.9948937355324073,0.9827407407407408,0.9709629629629629,0.9766666666666667,0.8833333333333333,0.8316666666666667,0.9766529753308215,0.8823285256297995,0.8296988663379016,9.242792719333309,0.05910675299994724,0.04538608200001679,0.04665433299999686
openml__mfeat-karhunen__16,CatBoost,9856.0,0.06159913453402044,0.180426970561299,0.2049763710310121,1.0,0.9987037037037038,0.9986203703703705,0.9997916666666667,0.9666666666666667,0.955,0.9997916646321415,0.9667779623295042,0.9548670954186372,1.923602205333329,0.02374839800005307,0.012148153666702867,0.007611112000025334
openml__mfeat-karhunen__16,DANet,21560.666666666668,0.012384089201562032,0.10285473962737694,0.15017394988411162,0.9999733796296296,0.998800925925926,0.9983333333333334,0.9977083333333333,0.9933333333333333,0.9733333333333333,0.9977108604771936,0.9933291640608714,0.9733568859756279,95.68533137666691,0.17964483366692244,0.05762650366644567,0.0582682076668182
openml__mfeat-karhunen__16,DecisionTree,35983.333333333336,0.07632940244523943,5.067211246043431,5.529715306902531,0.999407986111111,0.9166898148148149,0.909087962962963,0.969375,0.83,0.8183333333333334,0.9696490027318264,0.8298938932032939,0.8168153168902402,0.2807776529999977,0.002410754666669767,0.00031974299999973333,0.00025741166666876667
openml__mfeat-karhunen__16,KNN,58500.0,0.056483343314876894,0.2779803874138196,0.2247199727445546,0.9998171296296294,0.9964166666666667,0.997236111111111,0.9785416666666666,0.9833333333333334,0.975,0.9785313327044838,0.9833980902851248,0.9749947801291206,0.007407540000002734,0.5317134830000082,0.0979251856666678,0.1056078816666647
openml__mfeat-karhunen__16,LightGBM,73147.0,0.0001329103976021328,0.16231771453177357,0.16959883777835824,1.0,0.9977777777777778,0.9979629629629629,1.0,0.9666666666666667,0.9566666666666667,1.0,0.9666834769851458,0.9566295742483161,11.608828873666669,0.15002289799999366,0.015188425999989832,0.0164241473333343
openml__mfeat-karhunen__16,LinearModel,88134.0,0.007661805373665567,0.2311984939041507,0.20642796416728845,1.0,0.996537037037037,0.9975740740740742,1.0,0.9616666666666666,0.9550000000000001,1.0,0.9615212824386781,0.9545158342137174,0.0263934523333333,0.0069914806666667,0.0005865886666664667,0.00047785866666666665
openml__mfeat-karhunen__16,MLP,103123.0,0.10619926641506172,0.1416142398646548,0.1837174331070818,0.9987587528935186,0.998712962962963,0.9982592592592594,0.991875,0.9866666666666667,0.965,0.9918780199407013,0.9866614550760892,0.9649152736885966,14.246097641000006,0.06540285100000647,0.055115563333364,0.05588941633334337
openml__mfeat-karhunen__16,NODE,118567.0,0.42088200835511086,0.48196487918496134,0.48868059590458873,0.9999735243055556,0.9994907407407408,0.9987222222222222,0.9968749999999998,0.9733333333333333,0.975,0.9968729815970979,0.9733840569907978,0.974976308814563,187.82373001433334,0.5323487363333754,0.07133197200001477,0.07116056433330677
openml__mfeat-karhunen__16,RandomForest,130690.66666666667,0.1837369878352969,0.49176363277252616,0.5222405900202807,1.0,0.9973333333333335,0.9953194444444446,1.0,0.96,0.9466666666666667,1.0,0.9598823356076244,0.9465066961280054,1.118573570666662,0.10095142600000169,0.07789706766666284,0.07045421500000157
openml__mfeat-karhunen__16,SAINT,139093.0,0.0016509196006956666,0.11892517921271543,0.1409649486482098,1.0,0.9990925925925925,0.9986481481481482,1.0,0.9766666666666666,0.9583333333333334,1.0,0.9766752716688533,0.9582574658368012,142.54491720200045,0.1917314380001092,0.07676227299937934,0.07706862899976837
openml__mfeat-karhunen__16,STG,149465.0,0.010982143040940398,0.10713421738473694,0.11378263278864324,1.0,0.9967314814814815,0.9979166666666667,1.0,0.985,0.9666666666666667,1.0,0.9850251488634032,0.9667286442249873,25.230150303333176,0.010147122333364634,0.0020146813332454334,0.001958963333284633
openml__mfeat-karhunen__16,SVM,161256.66666666666,0.029753851908352568,0.09892822370819516,0.09597079475274102,0.9999965277777777,0.9995462962962964,0.9997314814814815,0.9985416666666667,0.985,0.9833333333333334,0.9985422526435072,0.9849864341905422,0.9833197675238754,1.4902671193333408,0.44781892199999235,0.056549208666658225,0.057841965333330664
openml__mfeat-karhunen__16,TabNet,173110.33333333334,0.016450202686591867,0.11181527349441017,0.26501974958873403,0.9999561631944444,0.9983518518518518,0.9968611111111113,0.995625,0.98,0.9499999999999998,0.9956291857325037,0.9799466771995654,0.9502173455190142,29.596161407000185,0.14543850233349073,0.022532532666446,0.022937067333259602
openml__mfeat-karhunen__16,VIME,201428.66666666666,0.04088078576896547,0.0699033578311639,0.07421977343175214,0.99936328125,0.9995185185185186,0.9992870370370371,0.9947916666666666,0.9899999999999999,0.985,0.9947960374660347,0.9899947884094226,0.984986434190542,38.52422104266649,0.06033125700014347,0.0494389010000304,0.047321260333319466
openml__mfeat-karhunen__16,XGBoost,216056.0,0.007824147937023166,0.17989006801127586,0.16066460531095797,1.0,0.9976574074074075,0.9982129629629629,1.0,0.9583333333333334,0.9533333333333333,1.0,0.9583048459171692,0.9532534901982913,1.1173288366666914,0.03344646266666957,0.0028224479999891666,0.0068252783333093
openml__mfeat-karhunen__16,rtdl_FTTransformer,229215.66666666666,0.05060155161709793,0.12459565335055227,0.2616753236287816,0.999101707175926,0.9989166666666667,0.9965185185185185,0.99375,0.9816666666666666,0.9583333333333334,0.9937555966240756,0.9816604127579737,0.9582366923766154,41.89096309366664,0.19693301566667284,0.06361990033337857,0.06569617733324166
openml__mfeat-karhunen__16,rtdl_MLP,243528.33333333334,0.09074746442852223,0.13746433991443094,0.12946507811984417,0.999009982638889,0.998888888888889,0.9986666666666668,0.9916666666666667,0.985,0.9733333333333333,0.9916763330923929,0.984986434190542,0.9733529571270264,9.02123788233333,0.0518407443333141,0.04101883566670487,0.04102716233338313
openml__mfeat-karhunen__16,rtdl_ResNet,258226.33333333334,0.07466104430424082,0.11104648359063496,0.233688077784968,0.9992323495370371,0.9993611111111113,0.9984722222222223,0.9945833333333334,0.9866666666666667,0.9633333333333333,0.9945786072007471,0.9867784925101999,0.9631839287354707,9.71285275266654,0.05637476066661997,0.043253952666721766,0.042956462666740636
openml__mfeat-morphological__18,CatBoost,9941.666666666666,0.47883884714021435,0.5988772260463826,0.6752418040359577,0.9828362268518518,0.966675925925926,0.9597685185185186,0.80375,0.7416666666666667,0.7016666666666667,0.802579393325225,0.737768437990611,0.6970344884469651,1.2871416060000058,0.019259176666655668,0.007718626333347768,0.0038050046666739668
openml__mfeat-morphological__18,DANet,21661.666666666668,0.530269939589724,0.5878400884093461,0.7130981049822029,0.9751328125000001,0.9674259259259258,0.9616759259259261,0.7668750000000001,0.7716666666666666,0.7233333333333333,0.7357336165658023,0.743154196730983,0.694524534715388,136.36542513900136,0.14691624333408979,0.04491003599863077,0.05062820833306123
openml__mfeat-morphological__18,DecisionTree,36065.666666666664,0.48386010984931654,2.676700866673153,3.3836446501805746,0.9749816261574074,0.9320462962962962,0.9179305555555555,0.7889583333333333,0.7166666666666667,0.665,0.7694438697341558,0.6934139151734668,0.6385971207325802,0.01805762000000277,0.0033564749999991333,0.0012262510000032333,0.0011729573333311668
openml__mfeat-morphological__18,KNN,58590.0,0.9447751145059331,3.9583600893290103,3.5307847613859615,0.9350700231481482,0.8749583333333334,0.8797268518518521,0.5612499999999999,0.5133333333333333,0.4816666666666667,0.5522641279415258,0.5056021235813465,0.4726029405779244,0.0027519956666708,0.08369881300000037,0.034884576666669866,0.046087204000000236
openml__mfeat-morphological__18,LightGBM,73246.0,0.4625932024152983,0.6506951278546999,0.7430845634823804,0.9843017939814814,0.9635370370370371,0.9531111111111111,0.8247916666666667,0.7516666666666666,0.6983333333333333,0.8178244636788934,0.745121723659269,0.6861981599278568,1.0352167086666648,0.047575224999996835,0.009550745999998266,0.007740522000011234
openml__mfeat-morphological__18,LinearModel,88224.0,1.2963951037095252,1.2825917540762757,1.4501653551390767,0.9132050057870371,0.9096388888888889,0.8992592592592592,0.49124999999999996,0.47500000000000003,0.4533333333333333,0.45848704458826495,0.4428908254943431,0.42294316341900107,0.022832210999999936,0.0038535493333332997,0.0008242349999999333,0.0007504203333333
openml__mfeat-morphological__18,MLP,103217.0,12.486779425774339,12.31829108865409,12.635204360159198,0.7064487847222223,0.7118611111111112,0.6949212962962963,0.39729166666666665,0.39999999999999997,0.37166666666666665,0.2908898834502213,0.2908449400663829,0.270257045518765,13.472758281999935,0.0547594976666611,0.04638347200004014,0.0462616313333607
openml__mfeat-morphological__18,NODE,118570.0,1.1657225973531602,1.1832924702763559,1.2114829471707342,0.9580232928240741,0.9558425925925925,0.9456666666666665,0.7302083333333332,0.6849999999999999,0.6616666666666667,0.7154614398213882,0.6673329631904453,0.6452175242748224,184.093285909,0.5346324016666794,0.07050163733332693,0.07050743033335981
openml__mfeat-morphological__18,RandomForest,130776.66666666667,0.368565618129286,0.8590694335209018,0.9895427304744858,0.9911917679398149,0.9618657407407406,0.9549212962962964,0.8570833333333333,0.7316666666666666,0.7066666666666667,0.8560714171651194,0.7265722577566311,0.7015298468657777,0.33055086200000144,0.074640394666666,0.051946308666665865,0.06072368233333353
openml__mfeat-morphological__18,SAINT,139161.33333333334,0.7616530395920518,0.7535464125536357,0.8460565077917576,0.9506646412037038,0.9489074074074075,0.943962962962963,0.6727083333333334,0.6766666666666667,0.6566666666666667,0.6543091018338726,0.6526391697440143,0.6390449184412453,121.42824856700054,0.20519899666646776,0.08466971066673064,0.08538033133284743
openml__mfeat-morphological__18,STG,149557.33333333334,0.8114727917609464,0.8129015670251101,0.8768497076250302,0.9470865885416666,0.9445277777777777,0.940175925925926,0.6541666666666667,0.645,0.64,0.6373934787209006,0.6243911790546045,0.6155666973182917,24.843342801999977,0.009209251333383333,0.0018979413331786333,0.0018023246666416
openml__mfeat-morphological__18,SVM,161353.0,0.7728422658861896,0.8265150147816115,0.8723208935888893,0.9677077546296297,0.958675925925926,0.9557777777777777,0.7333333333333334,0.7316666666666666,0.6983333333333333,0.7127246157061088,0.7084395784503225,0.6748791778081528,519.6274187156674,0.41791427066649095,0.053386166666314204,0.051797704999747333
openml__mfeat-morphological__18,TabNet,173193.33333333334,0.5172172270259038,0.5609108507293061,0.663899186430917,0.9756608796296297,0.9695277777777779,0.964314814814815,0.7722916666666667,0.775,0.73,0.7475188691410853,0.7510220365021261,0.705937927896243,50.62260676833254,0.1794831763333301,0.028111171000091334,0.028087130666184068
openml__mfeat-morphological__18,VIME,201531.0,19.101775987492427,19.021993338470008,19.213084354047556,0.5579605034722223,0.5569027777777777,0.5589074074074074,0.28145833333333337,0.28,0.27666666666666667,0.1897595463234887,0.1891717500110237,0.1834218318871821,19.459486295999927,0.04958712733330603,0.040512926999951966,0.0417938766666452
openml__mfeat-morphological__18,XGBoost,216143.66666666666,0.5297101347543078,0.6841373463271885,0.7300413463042545,0.9818616898148148,0.9647129629629632,0.9564259259259259,0.7960416666666666,0.7483333333333334,0.7200000000000001,0.7822062676198737,0.7361700692512511,0.7006779114343482,0.6239061726666838,0.023506076000008536,0.006291414000003166,0.0021967483333279335
openml__mfeat-morphological__18,rtdl_FTTransformer,229317.33333333334,1.3375379711652686,1.4527254883992524,1.5450694363785444,0.9403747829861112,0.934777777777778,0.9329351851851854,0.6829166666666667,0.66,0.6633333333333333,0.6703864334744146,0.6431967520188983,0.641324860952862,22.737286103666747,0.076193643666708,0.052125662666715734,0.0505571789999521
openml__mfeat-morphological__18,rtdl_MLP,243612.0,31.08489875793457,31.08489875793457,31.08489875793457,0.5,0.5,0.5,0.10000000000000002,0.10000000000000002,0.10000000000000002,0.0181818181818181,0.0181818181818181,0.0181818181818181,2.395118597666667,0.049453640333332737,0.0398182636666669,0.04108638699999993
openml__mfeat-morphological__18,rtdl_ResNet,258321.33333333334,0.7738031395138414,0.7845436777523416,0.9228741289752195,0.9629333767361111,0.9598240740740741,0.9481666666666665,0.7433333333333333,0.73,0.6866666666666666,0.7253131166449008,0.7058729124823481,0.6659668495024579,12.506389040333298,0.05592781833335413,0.0426411863333745,0.04248360700000827
openml__mfeat-pixel__146824,CatBoost,10032.666666666666,0.08248272446919663,0.16124668463619923,0.16091703031780125,0.9998394097222222,0.998601851851852,0.9990740740740742,0.9933333333333333,0.9766666666666666,0.965,0.9933320906544001,0.9765966354284711,0.9647914736810757,2.216638308333362,0.022553096666681437,0.009961335333369901,0.009888648999988633
openml__mfeat-pixel__146824,DANet,21746.0,0.0042528344652688664,0.08466772539940587,0.15632900340251188,0.9999976851851852,0.9994999999999999,0.99925,0.9981249999999999,0.9916666666666667,0.975,0.9981236653126856,0.9916624973942048,0.9748790879214498,72.89985846133352,0.08640598699927671,0.028266459999637502,0.0281194570003814
openml__mfeat-pixel__146824,DecisionTree,36159.666666666664,0.05285383643378683,3.3242287972431996,3.718478617879343,0.9994877025462964,0.9458425925925926,0.9397592592592593,0.9775,0.8866666666666667,0.8833333333333333,0.9775916585453381,0.8870823849360733,0.8834700154163265,0.14049373600000095,0.0213547353333301,0.010577423333336567,0.011355923666664299
openml__mfeat-pixel__146824,KNN,58668.0,0.0631367346576806,0.2777719172878228,0.17254000932965285,0.9997723524305554,0.9964861111111111,0.9981157407407407,0.9797916666666667,0.9833333333333334,0.9833333333333334,0.9798109328538734,0.9834054021858899,0.9833980902851248,0.07293169466666703,2.729510626333333,0.3566898520000006,0.37604193566666666
openml__mfeat-pixel__146824,LightGBM,73332.66666666667,0.0007022404214007189,0.10922795902425037,0.13423669654498727,1.0,0.9989351851851853,0.9984166666666668,1.0,0.98,0.9666666666666667,1.0,0.9800553604147955,0.9666791431361391,5.545241939999983,0.08328315899998033,0.008443585666668666,0.019085900333360866
openml__mfeat-pixel__146824,MLP,103295.33333333333,0.11875530206801793,0.17612162993299052,0.20080740461947952,0.9979858940972223,0.9972962962962963,0.9970370370370372,0.9910416666666667,0.98,0.9683333333333333,0.9910418391059722,0.980059077876345,0.9683407314408599,10.911380390000053,0.0565044606667015,0.04685629933328526,0.046650761666645196
openml__mfeat-pixel__146824,NODE,118573.0,0.40658591819306217,0.4626581688721974,0.4636963980893294,0.9999722222222222,0.998462962962963,0.9978425925925927,0.9975,0.98,0.9766666666666666,0.997498657136198,0.9800616299974451,0.9766930224247297,192.30897636933332,0.5636172453333282,0.0735329756666563,0.07335321100000174
openml__mfeat-pixel__146824,RandomForest,130864.0,0.0761465811558964,0.2914538567628169,0.24671962567614658,1.0,0.9975277777777779,0.9993240740740742,1.0,0.9816666666666666,0.98,1.0,0.9816457889564437,0.9799416145115759,0.4226498346666669,0.0806039556666557,0.06557581966666244,0.04370717133333333
openml__mfeat-pixel__146824,SAINT,139193.0,0.027435603658356265,0.12608443493236834,0.12483001508841,0.9999160879629629,0.9981851851851852,0.9991574074074073,0.9939583333333334,0.9833333333333334,0.9683333333333333,0.9939587628627629,0.9834024241341314,0.9683126965535838,344.43637522666694,0.7801059913335848,0.1701095076665903,0.17021177733340662
openml__mfeat-pixel__146824,STG,149653.66666666666,0.0157847101875692,0.09030333369339737,0.09728624276671323,0.9999927662037038,0.9983055555555557,0.9984907407407407,0.9979166666666667,0.9866666666666667,0.9766666666666666,0.9979126455172812,0.9866604127579738,0.9766020115955932,24.017237204333167,0.010238401000303035,0.0017384133334416667,0.0016819363333221333
openml__mfeat-pixel__146824,SVM,161427.33333333334,0.03262201972315573,0.10248952810762262,0.09800272191779476,0.9999939236111111,0.999601851851852,0.9996111111111112,0.9979166666666667,0.9833333333333334,0.98,0.997916634037491,0.9833260371065249,0.9799363872470418,2.816699163999998,1.1617950143333342,0.14452753633334312,0.14604688600000706
openml__mfeat-pixel__146824,TabNet,173289.0,0.029696763453674464,0.09034057417368091,0.15084235495333828,0.9998524305555555,0.9990555555555556,0.9982870370370373,0.9922916666666666,0.9833333333333334,0.9766666666666666,0.9922875821733831,0.9832737409502493,0.976606031965467,28.363230542333138,0.14534157266704517,0.021106193666734368,0.0209263056664591
openml__mfeat-pixel__146824,VIME,201621.66666666666,0.14759246713057803,0.2023328158143571,0.18711762849556215,0.9973171296296298,0.9959814814814815,0.9974074074074074,0.9772916666666666,0.98,0.9633333333333333,0.97729326268479,0.9800230642271721,0.9632961782191561,86.35822417800019,0.06372258666654786,0.051444686333373534,0.0530700020000646
openml__mfeat-pixel__146824,XGBoost,216233.66666666666,0.0038900318185626664,0.10930081939656999,0.12340972087907476,1.0,0.9987685185185186,0.9986574074074075,1.0,0.9816666666666666,0.9716666666666667,1.0,0.9816531008572088,0.9717878106774127,1.5408556560000004,0.04662057900001546,0.019302406666668003,0.023322152333378168
openml__mfeat-pixel__146824,rtdl_FTTransformer,229397.0,0.07095867218714069,0.1050719516293611,0.187926959755326,0.9981749131944445,0.9972314814814816,0.9964444444444444,0.9883333333333333,0.985,0.9583333333333334,0.9883426411333506,0.985023064227172,0.9580351448579947,147.73305124833314,0.7077401333326634,0.13118960999963744,0.12803113233348992
openml__mfeat-pixel__146824,rtdl_MLP,243709.66666666666,0.10115520647525462,0.16822878477084227,0.2097052790938407,0.9989785156250002,0.9989629629629629,0.9984814814814816,0.9933333333333333,0.985,0.9666666666666667,0.9933412979694024,0.9849499687304565,0.9667880863508831,7.7913586690000045,0.06041347866667,0.047150627999999466,0.04703285266667237
openml__mfeat-pixel__146824,rtdl_ResNet,258411.33333333334,0.0370611552521371,0.1064812676463418,0.12990618295252584,0.9992647569444445,0.9983333333333335,0.9993518518518517,0.99625,0.9866666666666667,0.9666666666666667,0.996248579895774,0.9866531008572087,0.9665970001459746,10.008450634999994,0.06633453666662106,0.05110152533355477,0.051868591666637535
openml__mfeat-zernike__22,CatBoost,10130.0,0.2085572349800432,0.46600967800795945,0.49864650086338824,0.9976859085648148,0.9776666666666666,0.9770277777777778,0.9552083333333333,0.8033333333333333,0.7833333333333333,0.9548853654077142,0.801251855167131,0.7844007048716231,1.8173939533332988,0.020653173000042064,0.009020346333343766,0.008167663000089432
openml__mfeat-zernike__22,DANet,21842.0,0.17332416089360067,0.2748422950587037,0.318599656136203,0.9903786168981482,0.9885555555555557,0.9834814814814815,0.898125,0.89,0.8516666666666666,0.8875032011231058,0.8828326778150499,0.8433873498795398,65.09381947066822,0.14685932666649623,0.043166085333799155,0.042270197332527404
openml__mfeat-zernike__22,DecisionTree,36251.0,0.31536557781533053,5.137370964660981,5.246555117213801,0.9835092592592591,0.8891898148148147,0.8851574074074073,0.8574999999999999,0.7233333333333333,0.6983333333333333,0.8442679691606835,0.7006750797774058,0.6832682574118136,0.20455768199999957,0.003258502666668,0.0010355133333348,0.0008473323333326667
openml__mfeat-zernike__22,KNN,58765.666666666664,0.2949939391765738,0.7636879180969576,0.8403688017273977,0.9893258101851853,0.9766388888888887,0.973925925925926,0.8689583333333334,0.8483333333333333,0.8266666666666667,0.8679968393198388,0.848035515852783,0.8258638342647356,0.006136173999989467,0.3808911133333302,0.15011346466666753,0.07790704800000363
openml__mfeat-zernike__22,LightGBM,73422.33333333333,0.1130721368769254,0.4731718111505779,0.5171291070782259,0.9989596354166665,0.9746296296296296,0.9740648148148147,0.9772916666666668,0.81,0.7966666666666667,0.9772095448145901,0.8109432087618194,0.7988522830134018,5.901350637000014,0.1498463133333345,0.0183208906666744,0.013658137333318101
openml__mfeat-zernike__22,LinearModel,88314.0,0.32510124898300524,0.36411081790323047,0.4179118549006517,0.9865855034722223,0.9822407407407407,0.9806666666666667,0.8622916666666667,0.8316666666666667,0.805,0.8601228821427892,0.8300672265498967,0.8042672265513864,0.0269287926666666,0.010399412999999766,0.0004353476666665666,0.0003119736666666
openml__mfeat-zernike__22,MLP,103388.66666666667,2.8853158250579813,2.8961856129455277,3.135228275916333,0.9523969184027777,0.9535370370370372,0.9438148148148149,0.8777083333333334,0.8666666666666667,0.8433333333333333,0.8424108890159464,0.8325943169095084,0.8106550597884628,12.34935160166674,0.05399474366663523,0.0451369620000908,0.046779889666595374
openml__mfeat-zernike__22,NODE,118576.0,0.7750134980740646,0.8196825478971004,0.8331169485052428,0.9881846064814814,0.9840416666666667,0.9832268518518518,0.8922916666666666,0.8416666666666667,0.835,0.8827733079471717,0.8283510692901057,0.8215195071018776,185.01649301566667,0.5359439093333549,0.07097548166662664,0.07062075166670446
openml__mfeat-zernike__22,RandomForest,130958.66666666667,0.4358636511181386,0.7566544820549016,0.8055988779918332,0.9939978298611111,0.9737777777777779,0.9674675925925927,0.9327083333333333,0.79,0.7516666666666666,0.9318308447256287,0.78590024392177,0.7492224467911844,0.5760753883333317,0.08378078766666751,0.05156225966666853,0.038828126666668766
openml__mfeat-zernike__22,SAINT,139207.0,0.6349689339880312,1.0363681487667782,1.1287649769407169,0.9748816550925925,0.9352129629629631,0.9223148148148148,0.7641666666666667,0.6133333333333333,0.5833333333333334,0.7593493818825591,0.6114214224422262,0.5703675223109436,485.88950590700006,0.1728780976663983,0.09960645566692006,0.10445154833299357
openml__mfeat-zernike__22,STG,149749.33333333334,0.2792195453404565,0.4159281390346587,0.41677832558828715,0.9878464265046297,0.9828055555555556,0.980648148148148,0.8716666666666667,0.835,0.8416666666666667,0.866152383720272,0.8290811266774721,0.8284657539227606,24.96879467166703,0.007964902333393734,0.0015466593331438666,0.0015081116662258333
openml__mfeat-zernike__22,SVM,161523.66666666666,0.25208943468681694,0.29743971334007313,0.3261687988692496,0.9843360821759258,0.9906018518518519,0.9887777777777779,0.8558333333333333,0.9116666666666667,0.8783333333333333,0.8549915853098492,0.9115174457969334,0.8778853698691579,2.227528371666684,0.43278671199997615,0.055071123333325034,0.05396016100002037
openml__mfeat-zernike__22,TabNet,173381.0,0.17951363660179057,0.26682372444809493,0.46732833979418037,0.9914425636574076,0.9866296296296296,0.9788981481481484,0.8985416666666666,0.8716666666666667,0.82,0.8848718073240929,0.8544525826907831,0.8053344206318078,30.130709330999974,0.14317765966670962,0.022350250333374733,0.021873034666593034
openml__mfeat-zernike__22,VIME,201706.0,0.288798511837788,0.33562040694693035,0.39504622683505425,0.9890155526620371,0.9848703703703704,0.9812129629629629,0.89,0.8716666666666667,0.8216666666666667,0.8845909973583527,0.8669727200928302,0.8180409531611285,19.387621618666724,0.052250836333314434,0.04177951066670473,0.04293379699993236
openml__mfeat-zernike__22,XGBoost,216340.66666666666,0.147572624174107,0.419033877166997,0.4646291276828924,0.998090133101852,0.9770740740740743,0.9759351851851853,0.9672916666666667,0.8150000000000001,0.8016666666666667,0.9672152764257124,0.8158358058999907,0.8032826091246248,0.9160761126666633,0.035152907333326704,0.021464219333343665,0.016995298999991765
openml__mfeat-zernike__22,rtdl_FTTransformer,229469.33333333334,0.5373355137088826,0.6121523825997913,0.7256210423961359,0.9865698784722222,0.9825787037037036,0.9845555555555556,0.8860416666666667,0.875,0.8466666666666667,0.862188531536232,0.8525686719471527,0.8246721320260361,25.05358784066675,0.13424626733338596,0.0642625170000125,0.0633173349998893
openml__mfeat-zernike__22,rtdl_MLP,243806.33333333334,2.388335083567306,2.480015100886247,2.6638194920372436,0.9625976562499998,0.9588981481481483,0.9536296296296297,0.881875,0.8716666666666667,0.855,0.8468948621859761,0.8379715600838944,0.8220860696382554,8.663482919000009,0.05718949433337403,0.047024418666658435,0.04618579466668684
openml__mfeat-zernike__22,rtdl_ResNet,258499.33333333334,0.3090516225833881,0.3485685190777293,0.41915601822833626,0.9882566550925925,0.9844907407407408,0.9808657407407408,0.8908333333333333,0.8766666666666666,0.835,0.8780619620547618,0.8640917111593005,0.8243597263542334,7.226152951000036,0.0572304090000178,0.047056980000036164,0.0453664896667381
openml__mnist_784__3573,CatBoost,10228.0,0.10109048215258727,0.15148310260458672,0.150583747658943,0.9996703218092384,0.9987457948521895,0.9987867501480813,0.982327380952381,0.9634761904761904,0.963952380952381,0.9823227667876159,0.963442830800544,0.963920007889789,100.67317889866665,0.6499321976666579,0.1220887946666759,0.12296783266659377
openml__mnist_784__3573,DecisionTree,36340.0,0.25683645140235045,2.110014844848155,2.1119497529262987,0.993797916968577,0.9461555085237818,0.9464005527792954,0.928577380952381,0.8645714285714287,0.8670952380952381,0.9286301075975244,0.8645590540070524,0.867049171730088,24.19719386666672,0.2964598589996967,0.03163140266678963,0.031141946333415566
openml__mnist_784__3573,LightGBM,73512.0,0.0003177653121853667,0.08613811693319533,0.07998558213891394,1.0,0.9994484826789191,0.9995478166412082,1.0,0.9765714285714285,0.9773809523809525,1.0,0.9765769847024627,0.9773804763641095,398.7703080686667,7.9653598453334284,0.9989387496666874,1.0278489470000143
openml__mnist_784__3573,LinearModel,88404.0,0.23929439687754495,0.3002469454165157,0.29349357413549115,0.9951235039727471,0.9927317638361021,0.9928625676079283,0.934827380952381,0.9202857142857143,0.9228571428571429,0.9347406759957395,0.9201129559781736,0.9226681732606424,1.4911934113333334,0.7171312993333346,0.12437515333333353,0.09761278966666724
openml__mnist_784__3573,MLP,103481.0,0.46815041527015633,0.7779378948152144,0.792532877578045,0.997622537023859,0.9957450255715123,0.9962126607143942,0.9815,0.9695714285714284,0.9684761904761904,0.9815032044792608,0.9695624209185322,0.9684755593134247,167.61968308133314,0.7796949299998536,0.15239287166711313,0.15321772799976915
openml__mnist_784__3573,RandomForest,131046.66666666667,0.28442034285085366,0.3668438263178944,0.36376961000412494,0.9994241748315394,0.9973813500565089,0.9975489099889602,0.9754107142857142,0.9481904761904761,0.9500952380952382,0.97543627198068,0.9481888217157359,0.950038583411124,23.193500424666677,1.9894396946666955,0.27787014066673993,0.3683462863333678
openml__mnist_784__3573,STG,149797.0,0.037144605264676035,0.09393230180440111,0.08991260340035934,0.9999396532876724,0.9991303047815351,0.9991873901415277,0.9913988095238095,0.9738095238095239,0.9757142857142856,0.9913994087680189,0.9738050774535808,0.9757141947738397,792.8226789933336,0.47928515833458124,0.053646608001145034,0.0826163253332197
openml__mnist_784__3573,TabNet,173430.66666666666,0.0269616091845972,0.10767437708487633,0.10849460546228029,0.999640171724567,0.9982013817826383,0.998198686075814,0.9939523809523809,0.9767619047619047,0.9769047619047618,0.9939508646532453,0.9767467297834389,0.9768762650280866,404.9750005636676,3.986516490665963,0.5021001663338515,0.49948751066631303
openml__mnist_784__3573,XGBoost,216412.0,0.0005685325722420333,0.08341720211801547,0.08012004838669477,1.0,0.9994341861724299,0.9995326191611221,1.0,0.9762857142857143,0.9759047619047618,1.0,0.9762824647413404,0.9758991625088999,51.37209449366674,4.897457779666486,0.6064120753332342,0.6071139193330358
openml__mnist_784__3573,rtdl_MLP,243892.0,0.11880533436839397,0.3323856329675312,0.31661325935439155,0.999475014668939,0.9986645807509053,0.9988898264239392,0.9945,0.9806666666666666,0.9791904761904763,0.9944991469125982,0.980646098398558,0.9791697390048042,213.56366664033217,0.8744829966672114,0.17160717800046155,0.1721498133338172
openml__mnist_784__3573,rtdl_ResNet,258567.33333333334,0.030105835670331937,0.11837811845201753,0.1065206873014433,0.9997711847963413,0.999381574703742,0.9996045822460046,0.997952380952381,0.9825714285714287,0.9816190476190476,0.9979523057593352,0.9825646006713197,0.9816047777029292,250.97928469300132,0.9166951163333579,0.16977175799941804,0.17138150633218172
openml__monks-problems-2__146065,CatBoost,10311.333333333334,0.1787743047281022,0.24003069443312383,0.23400407163163547,0.9876780812523784,0.9808333333333333,0.9690674603174602,0.9563106375606377,0.9444444444444443,0.9005464480874318,0.9563106375606377,0.9444444444444443,0.9005464480874318,7.061522340999995,0.0025669206666597334,0.0008650659999993,0.0008168703333334
openml__monks-problems-2__146065,DANet,21912.0,0.016530009703589,0.0097047993349762,0.015698144080478833,0.9999808758844905,1.0,1.0,0.9937629937629938,1.0,0.9944444444444445,0.9937629937629938,1.0,0.9944444444444445,28.465431246333335,0.032367208333333466,0.030409682666667433,0.0311107303333315
openml__monks-problems-2__146065,DecisionTree,36416.666666666664,0.006207805427961365,0.7675283643313494,1.151934627957742,0.9998749398749398,0.975,0.9625,0.9958333333333332,0.9777777777777777,0.9667577413479053,0.9958333333333332,0.9777777777777777,0.9667577413479053,0.0008317289999999999,0.00031654066666666667,0.00012709600000003333,0.00012197633333313332
openml__monks-problems-2__146065,KNN,58856.0,0.4760154167480215,0.5486094691542117,0.5361175315978907,0.8700035930156412,0.7279166666666667,0.7398511904761905,0.7787985100485101,0.7111111111111111,0.6903460837887069,0.7787985100485101,0.7111111111111111,0.6903460837887069,0.0006996080000003666,0.010082808000000066,0.0038277753333334336,0.0036304163333335
openml__monks-problems-2__146065,LightGBM,73593.66666666667,0.08968653029458507,0.1495160642825118,0.1624712581263612,0.9999617517689806,0.9991666666666666,0.9979166666666667,0.9979195541695542,0.9833333333333334,0.9723132969034607,0.9979195541695542,0.9833333333333334,0.9723132969034607,0.07428409033333293,0.0060372680000009005,0.0003957486666677,0.0003685736666669333
openml__monks-problems-2__146065,LinearModel,88494.0,0.6319000988342935,0.6407010609145719,0.6453200919820928,0.6034495654575976,0.5579166666666667,0.5420436507936508,0.6331398706398706,0.6277777777777778,0.618943533697632,0.6331398706398706,0.6277777777777778,0.618943533697632,0.0140417153333333,0.0008395746666666667,0.0003089429999999333,0.00021693233333333335
openml__monks-problems-2__146065,MLP,103549.66666666667,0.023130295690997033,0.04290529726313241,0.05024109943521366,0.99999362529483,1.0,0.9991666666666666,0.9993069993069993,1.0,0.9888888888888889,0.9993069993069993,1.0,0.9888888888888889,5.490191579666667,0.0456932256666699,0.044014007666666737,0.043431147000010335
openml__monks-problems-2__146065,NODE,118613.66666666667,0.335210691610053,0.3356955405738618,0.33268220122828945,0.9996812647415058,1.0,1.0,0.9986139986139987,1.0,1.0,0.9986139986139987,1.0,1.0,91.7523119639997,0.1702919933334973,0.04985892966700093,0.04559568000028467
openml__monks-problems-2__146065,RandomForest,131135.66666666666,0.14178719516345814,0.3018407509737817,0.2929854294767041,1.0,0.9795833333333333,0.9788392857142858,0.9986139986139987,0.9388888888888888,0.9391621129326048,0.9986139986139987,0.9388888888888888,0.9391621129326048,0.07046694400000317,0.014406696666668434,0.010170436333332533,0.011079816333333234
openml__monks-problems-2__146065,SAINT,139215.0,7.563892081648468e-05,9.344884456873438e-05,9.029905255848415e-05,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,27.78474084866667,0.06641590966666412,0.05373492999999737,0.052712627666662536
openml__monks-problems-2__146065,STG,149836.0,0.044756587280201904,0.06484992395853617,0.0602944946835477,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,7.3849722733333465,0.002988322999991967,0.0010384229999923333,0.0009877196666441333
openml__monks-problems-2__146065,SVM,161608.0,0.008254591712047501,0.0293436725003296,0.031075299403290135,1.0,1.0,1.0,1.0,1.0,0.9944444444444445,1.0,1.0,0.9944444444444445,0.16495686966666587,0.006970014999999034,0.0010283819999999666,0.0009595543333329
openml__monks-problems-2__146065,TabNet,173467.33333333334,0.003441455313115799,0.0006369369678709886,0.0036157906059488504,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,29.69611832233333,0.0846387329999345,0.021402222000027334,0.021032095999963432
openml__monks-problems-2__146065,TabPFNModel,181641.0,0.0009634720335167666,0.012587362044033032,0.011372069685327333,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.0005722343333331334,0.7143279716666658,0.33019801833333356,0.33309322999999996
openml__monks-problems-2__146065,VIME,201785.0,0.3542589247423779,0.39894168136848346,0.4230484497202441,0.9884290601559678,0.9691666666666666,0.9585912698412699,0.959758316008316,0.9055555555555556,0.8619307832422587,0.959758316008316,0.9055555555555556,0.8619307832422587,7.923208296999898,0.041584734333279465,0.03994305066673096,0.03901412233335574
openml__monks-problems-2__146065,XGBoost,216508.0,0.07308707474572344,0.14250095992946976,0.13810248816224113,1.0,0.99625,0.9987698412698413,0.9993069993069993,0.9722222222222222,0.9724043715846995,0.9993069993069993,0.9722222222222222,0.9724043715846995,0.10689946866666779,0.0029064493333331334,0.0011919003333335334,0.0005489746666669334
openml__monks-problems-2__146065,rtdl_FTTransformer,229557.0,0.0004910789800629,0.0004988534289522,0.0004949765154805667,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,11.722837980333333,0.05389984966666713,0.04676215400000074,0.0469328646666665
openml__monks-problems-2__146065,rtdl_MLP,243966.0,2.9454046997702558e-06,3.2421759662781825e-06,2.86911287736455e-06,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,6.605939749666665,0.04463556433333333,0.041865441666666635,0.04218011566666623
openml__monks-problems-2__146065,rtdl_ResNet,258618.0,0.0037397971805304335,0.004162282576928367,0.003941418498449833,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,5.230086521666666,0.04790144633333243,0.0440470343333328,0.04322713733333273
openml__mushroom__24,CatBoost,10381.0,0.0011765703235027333,0.0013738072940302,0.0012281281107665667,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,14.747727602333333,0.04055535366669357,0.006174153333440399,0.006126778000083933
openml__mushroom__24,DANet,21994.0,0.0029700974317195664,0.0017669042815086002,0.0018869633511892333,0.9999991779159386,1.0,1.0,0.9996409151533805,1.0,1.0,0.9996409151533805,1.0,1.0,128.268371528,0.28674043466666416,0.031581847333342204,0.030922699333331066
openml__mushroom__24,DecisionTree,36505.0,9.992007221626413e-16,9.992007221626413e-16,9.992007221626413e-16,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.012490276999999434,0.006371764333333467,0.0009482270000002667,0.0009058483333331001
openml__mushroom__24,KNN,58954.333333333336,0.005900418884410666,0.007279337067907367,0.008414120202319466,0.9999924747689755,0.9999626335094608,0.9999303165446701,0.9988714476249103,0.9987699876998771,0.9979499794997949,0.9988714476249103,0.9987699876998771,0.9979499794997949,0.014525359999989065,1.443164123666664,0.17423259633334942,0.17358079333333556
openml__mushroom__24,LightGBM,73678.66666666667,0.20750345831581862,0.2074433074663484,0.20775353009094477,0.9999947513094535,1.0,0.9999757622764069,0.999435723812455,1.0,0.9979499794997949,0.999435723812455,1.0,0.9979499794997949,0.0860246403333334,0.016750388666666834,0.0013742873333332667,0.0050382526666667
openml__mushroom__24,LinearModel,88584.0,0.12622225407476315,0.14078594524700147,0.14138986792260125,0.9902231123495492,0.9886345274451823,0.98743072050673,0.9560377552067303,0.9462894628946289,0.9507995079950798,0.9560377552067303,0.9462894628946289,0.9507995079950798,0.051096953,0.008238057999999967,0.0042348746666666,0.0039629466666666665
openml__mushroom__24,MLP,103638.0,2.5332474776376326e-05,4.541324648182502e-05,6.773691296777662e-05,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,22.315936101000002,0.07864495333333223,0.046519154333331834,0.04497007266666603
openml__mushroom__24,NODE,118669.0,0.011155467288891732,0.011063009091355434,0.011143895040039735,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,274.35175564266666,0.49911778266666335,0.07420232566664703,0.0734758833333444
openml__mushroom__24,RandomForest,131209.0,0.010225324090806233,0.008404810616953634,0.008987674705998566,1.0,1.0,1.0,0.9983584692725967,1.0,1.0,0.9983584692725967,1.0,1.0,0.029560577333332533,0.013292412333330566,0.0055679646666651,0.005505023000000099
openml__mushroom__24,SAINT,139229.0,1.631350832744392e-07,2.718999294776239e-07,2.681357645062857e-07,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,424.5828447686666,0.8663711683331409,0.16546909600037904,0.16685393433317577
openml__mushroom__24,STG,149922.0,0.002559589332913267,0.0027752981426557998,0.0029525643979884334,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,79.43407163533334,0.0634011546666689,0.004584037333325766,0.004375083666663633
openml__mushroom__24,SVM,161698.0,0.0002530821314725,0.00029231206418123333,0.0002876980568834333,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.9343816073333074,0.0826402929999782,0.0106650776666583,0.010530757333337167
openml__mushroom__24,TabNet,173548.0,5.584321251686937e-05,3.779377906049161e-05,3.938840179829534e-05,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,253.188984817,0.6635766890000051,0.0912813953333208,0.09122241266665766
openml__mushroom__24,VIME,201875.66666666666,0.1347186910633781,0.13494045176229605,0.13648540565228354,0.9999999683813824,1.0,1.0,0.9992305324715298,1.0,0.9979499794997949,0.9992305324715298,1.0,0.9979499794997949,66.83489794800032,0.0981109290005406,0.05405528733353996,0.054542788666367366
openml__mushroom__24,XGBoost,216588.0,0.025838513846003733,0.026292017974530634,0.026318747883218797,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.5869379513333334,0.019457610333333233,0.0042969426666668335,0.0029003719999996665
openml__mushroom__24,rtdl_FTTransformer,229647.0,6.194504316381151e-06,6.201186195927309e-06,6.2000619872163115e-06,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,55.89399937833334,0.2581843626666635,0.0705311700000071,0.06998697000000213
openml__mushroom__24,rtdl_MLP,244056.0,2.583667944604978e-08,7.959585734866771e-08,7.927999382873511e-08,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,24.20515971366667,0.08819963633333333,0.043148796000000496,0.043625504999999
openml__mushroom__24,rtdl_ResNet,258708.0,2.4290285699053767e-06,2.4851193753655674e-06,2.4591900756162938e-06,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,40.31667655566667,0.12498294700000652,0.0585917856666616,0.05961455399999943
openml__musk__3950,CatBoost,10470.0,0.0004484541272581333,0.0015954228061028,0.0019918437900963,1.0,1.0,1.0,1.0,0.998989898989899,0.998989898989899,1.0,0.998989898989899,0.998989898989899,18.209207608333333,0.11142823933333601,0.013892698666666065,0.013430610333334233
openml__musk__3950,DANet,22065.0,0.0035393131437555336,0.0028119749500664336,0.003131359485457633,0.9999970615607613,1.0,1.0,0.9994947581154477,1.0,1.0,0.9994947581154477,1.0,1.0,108.93704726933333,0.2414847496666728,0.03319674733333023,0.032849848333327665
openml__musk__3950,DecisionTree,36594.0,9.992007221626413e-16,9.992007221626413e-16,9.992007221626413e-16,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.06788557533333336,0.024830691666666533,0.0033656126666665996,0.0032601529999999
openml__musk__3950,KNN,59041.333333333336,0.07568195226968456,0.16777421771414391,0.18054508236419417,0.99393898174541,0.9770334059549746,0.9776386975335991,0.973727422003284,0.9646464646464645,0.9656565656565658,0.973727422003284,0.9646464646464645,0.9656565656565658,0.11065824466679307,7.276969383333316,0.9139810236666985,0.9057049509999834
openml__musk__3950,LightGBM,73785.0,0.0073047161791818345,0.015292032447794868,0.0170780382803969,0.999999954086887,0.9999882868320565,0.999707170801415,0.9998736895288619,0.9984848484848484,0.9954545454545455,0.9998736895288619,0.9984848484848484,0.9954545454545455,1.0764443439999998,0.07060550399998887,0.015017343000013233,0.014529554666656433
openml__musk__3950,LinearModel,88674.0,1.7564082298296595e-05,0.0002603737933916056,0.00013756333241529779,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.07564099833333367,0.030403716333333233,0.018357759666666803,0.017394060666666367
openml__musk__3950,MLP,103728.33333333333,1.3197631374898257e-05,0.00012421423073724183,0.0026135565664517045,1.0,1.0,0.9999940960106745,1.0,1.0,0.9994949494949495,1.0,1.0,0.9994949494949495,20.700001053333377,0.10639137000000191,0.054052032333360665,0.0525660383333068
openml__musk__3950,NODE,118672.0,0.0138856737452841,0.013987298095786934,0.014038133619569466,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,239.632240765,0.4699530203333306,0.06505260566667437,0.0645392509999851
openml__musk__3950,RandomForest,131316.0,0.02353052724667627,0.03260901569872387,0.03222533927954573,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.8304950973333453,0.06813386000000317,0.02581446033334577,0.025671047333337468
openml__musk__3950,SAINT,139234.0,0.002064437719016833,0.0175032191867249,0.024762130235615066,0.9999995413301864,0.9990453768126129,0.9977098860456494,0.9992421371731717,0.993939393939394,0.9944444444444445,0.9992421371731717,0.993939393939394,0.9944444444444445,3720.2592491043374,0.8699797903342793,0.1824184749954535,0.1819648673311652
openml__musk__3950,STG,150017.33333333334,0.0133367465266091,0.0043414877099056,0.008919988581831134,0.9997921217986937,1.0,1.0,0.9965896172792726,1.0,0.9974747474747474,0.9965896172792726,1.0,0.9974747474747474,67.345090249,0.0952843356665482,0.012251930333045833,0.012075149999892135
openml__musk__3950,SVM,161788.0,0.0003061810875383667,0.0006454612881229,0.0006605274904251667,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,2.733872145999991,0.5658800103333306,0.07131310099998696,0.0709908223333665
openml__musk__3950,TabNet,173614.33333333334,1.7072072850449237e-06,1.981494085777288e-06,0.011219040925541665,1.0,1.0,0.9999062946564528,1.0,1.0,0.998989898989899,1.0,1.0,0.998989898989899,221.04444413100012,0.67516060866663,0.09485945399991154,0.09495732399986417
openml__musk__3950,VIME,201968.0,0.005368099564809732,0.009895042665045067,0.014343465220501067,0.9999910027828379,0.9999765736641133,0.9998534905899996,0.9985474295819124,0.9979797979797979,0.9934343434343434,0.9985474295819124,0.9979797979797979,0.9934343434343434,221.62987395233176,0.11476145966662439,0.056961780332737,0.05737844899825476
openml__musk__3950,XGBoost,216678.0,0.09532702833910967,0.0953270284289663,0.09532702832736746,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.8516888693333335,0.057578598999999835,0.008364139999999935,0.008228372666666534
openml__musk__3950,rtdl_FTTransformer,229737.66666666666,6.143025251745688e-05,6.13701967782244e-05,0.007836232915680745,1.0,1.0,0.999982430248085,1.0,1.0,0.998989898989899,1.0,1.0,0.998989898989899,61.37854034766673,1.2239486050000608,0.7042001666665811,0.8023315230001629
openml__musk__3950,rtdl_MLP,244146.33333333334,9.923294677225027e-05,0.00024160994365316778,0.0016776989405525515,1.0,1.0,1.0,1.0,1.0,0.998989898989899,1.0,1.0,0.998989898989899,20.734044535666737,0.12308517866673203,0.0570537546667798,0.055691129000036164
openml__musk__3950,rtdl_ResNet,258799.66666666666,5.024540628541154e-05,0.001539830802505829,0.001149810043602857,1.0,0.9999941434160283,1.0,1.0,0.9994949494949495,0.998989898989899,1.0,0.9994949494949495,0.998989898989899,30.943359555999958,0.13395028233336367,0.058430208666697035,0.0578643120000208
openml__nomao__9977,CatBoost,10588.0,0.044788366442699866,0.08426536361785435,0.08658236585293848,0.9989606173079039,0.9945837989556315,0.9942073414339109,0.9885628619443135,0.9679914901847018,0.9675079779518422,0.9885628619443135,0.9679914901847018,0.9675079779518422,15.509155741666632,1.621446479666626,0.17274416233328793,0.14974310533333812
openml__nomao__9977,DecisionTree,36712.0,0.08690082765239227,0.5053126646764367,0.5419501328591873,0.9923210923001285,0.9631009963973548,0.9614488743528514,0.9728821346100371,0.9548399574509235,0.951455371820907,0.9728821346100371,0.9548399574509235,0.951455371820907,2.0206494090000056,0.1318754306666676,0.044741054666663595,0.05091246766666774
openml__nomao__9977,KNN,59125.333333333336,0.09001552976812656,0.30682698450462503,0.35845505205670053,0.9935133929059422,0.9840107708231103,0.9808498076594998,0.9601876367681017,0.9518421816071947,0.9471037617251716,0.9601876367681017,0.9518421816071947,0.9471037617251716,2.531552487333746,341.72812643833254,42.748133482000185,41.10093301533133
openml__nomao__9977,LightGBM,73864.66666666667,0.0049409087934683335,0.11910843144437595,0.12718677435875161,0.9999984632997823,0.9961599733890844,0.9955006193335564,0.9996735700554931,0.976211198143313,0.973406827192728,0.9996735700554931,0.976211198143313,0.973406827192728,18.303477531000016,0.9217214973333488,0.16533184899998798,0.14624908466664024
openml__nomao__9977,LinearModel,88764.0,0.12794698754576458,0.13385426573369713,0.1357412083037676,0.9876402813170184,0.9865623122906418,0.9862837694518323,0.9481701788110696,0.944879605454018,0.9433323663088676,0.9481701788110696,0.944879605454018,0.9433323663088676,0.5338727033333329,0.21562385499999984,0.1280261433333335,0.10892127933333351
openml__nomao__9977,MLP,103838.66666666667,0.08088913834522367,0.1031386591269179,0.11191286449004813,0.9952429418513855,0.9916926109349422,0.9905825652845178,0.9681428554157145,0.961995938497244,0.955516874576927,0.9681428554157145,0.961995938497244,0.955516874576927,62.714445172333704,0.3413442056671556,0.09832603399960738,0.09619992566725456
openml__nomao__9977,NODE,118675.0,0.10120522885940952,0.12195071078690657,0.1276351740777769,0.9931299209269739,0.9908286496197359,0.9898182226910811,0.9705608550046545,0.959094865100087,0.9564838990426457,0.9705608550046545,0.959094865100087,0.9564838990426457,293.7178034913333,2.2790697746666715,0.29313617666665925,0.29433139333330394
openml__nomao__9977,RandomForest,131404.0,0.07564318692758693,0.10801475942795154,0.11014868625119896,0.9975491269959277,0.9923910787454933,0.9919242317619252,0.9783830836748758,0.9636398800889662,0.9603519969055218,0.9783830836748758,0.9636398800889662,0.9603519969055218,4.708097251999978,0.688449983333309,0.1136682856666766,0.1669234593333233
openml__nomao__9977,STG,150084.0,0.1234729873697805,0.1309597382447831,0.1349456284880792,0.9887934712817312,0.9875416654639523,0.9867404990351658,0.9503101084472817,0.9475872739580312,0.9464268445991685,0.9503101084472817,0.9475872739580312,0.9464268445991685,439.54394451566685,0.32958871366705955,0.04475665600026934,0.04330697933255576
openml__nomao__9977,SVM,161865.0,0.0777975464475214,0.1013088193458813,0.10556991679677118,0.9952462446492868,0.992101121479655,0.9914936307949304,0.9721204647395211,0.9616091287109564,0.9579344357412243,0.9721204647395211,0.9616091287109564,0.9579344357412243,210.51453862200006,36.93889289133312,4.570432484999704,4.568657078333369
openml__nomao__9977,TabNet,173663.0,0.06398141930378327,0.09860921306722199,0.10765642996108367,0.9970230874836773,0.9925824134286159,0.9915523028149883,0.9749253442626915,0.9618025336041002,0.9603519969055218,0.9749253442626915,0.9618025336041002,0.9603519969055218,577.9214692,3.2802443949999542,0.40494569233324756,0.42088322933333683
openml__nomao__9977,VIME,202028.0,0.083247267568543,0.12395998338359876,0.13572486227961544,0.9949036910978012,0.987990724666367,0.9865926564409894,0.96813076541777,0.9526158011797698,0.9499081326757567,0.96813076541777,0.9526158011797698,0.9499081326757567,481.9670646399997,0.34501510533179197,0.08907915633365816,0.09100590699987754
openml__nomao__9977,XGBoost,216778.66666666666,0.007602379024561433,0.07888524437734,0.08049864284129267,0.9999994627009056,0.9956236314828025,0.995537198868338,0.99979447003494,0.9727299100667247,0.9717628856010059,0.99979447003494,0.9727299100667247,0.9717628856010059,1.7563052209999956,0.34316349333334983,0.05476693000001844,0.05134291899999723
openml__nomao__9977,rtdl_MLP,244255.66666666666,0.0762286412273305,0.10152042743712886,0.11020945281357601,0.9956712342161763,0.9921284746419693,0.9911356140450667,0.9699926251012537,0.9625761531766753,0.9573542210617929,0.9699926251012537,0.9625761531766753,0.9573542210617929,82.23708711399998,0.3680125356672761,0.09642295166668187,0.09743161166610054
openml__nomao__9977,rtdl_ResNet,258902.66666666666,0.06759459805764383,0.09473783603940271,0.10082511068415102,0.996603866776732,0.9932133917783816,0.9924971391810388,0.9733415545319356,0.9662508461464075,0.9617058311575284,0.9733415545319356,0.9662508461464075,0.9617058311575284,72.71831730933354,0.4458445223338761,0.11068797600000829,0.10433719366665169
openml__numerai28.6__167120,CatBoost,10660.666666666666,0.6875604899224178,0.6915494291667793,0.6918738756443727,0.5739322442022697,0.5322196520340312,0.5264943356865809,0.5490119739756367,0.5266472868217055,0.5193452380952381,0.5490119739756367,0.5266472868217055,0.5193452380952381,1.5791652700000134,0.06110705966667667,0.013544554333301465,0.013776357000005802
openml__numerai28.6__167120,DecisionTree,36784.666666666664,0.6892136712696383,0.7024909915993782,0.705666083180058,0.5372936759386072,0.5187775589577112,0.5216153695175375,0.5269414451827242,0.5180993909191584,0.5154692691029901,0.5269414451827242,0.5180993909191584,0.5154692691029901,1.9681661270000081,0.03703437866664667,0.0156805430000114,0.0144624626666806
openml__numerai28.6__167120,KNN,59186.333333333336,0.6727164143576018,0.7082972529709591,0.7081013595322402,0.6115922785512461,0.5144232846893707,0.5130267775242588,0.5792107904208195,0.5116625138427464,0.5097591362126246,0.5792107904208195,0.5116625138427464,0.5097591362126246,1.1945310656677368,1446.6399597280033,175.73986617000264,166.4226052146672
openml__numerai28.6__167120,LightGBM,73965.0,6.001105961552239,5.952044796819503,6.122836490262827,0.5659528076909636,0.5276020168899308,0.5167996480094297,0.5456680855481727,0.5232212070874862,0.5141196013289037,0.5456680855481727,0.5232212070874862,0.5141196013289037,2.5891375620000283,0.2638970976666783,0.03488953699999083,0.03587263266667637
openml__numerai28.6__167120,MLP,103921.0,0.6902575218692424,0.6915386740864973,0.6921863010212994,0.5428561345162519,0.5333301254942299,0.5247287342982858,0.5306443798449613,0.5285506644518273,0.5181339977851606,0.5306443798449613,0.5285506644518273,0.5181339977851606,80.08383523766686,0.4369061136663201,0.09966544666641157,0.09764382966629147
openml__numerai28.6__167120,NODE,118714.66666666667,0.6921366566832354,0.6923357868610426,0.6924355942797192,0.5264860724924283,0.5230580160649191,0.5216155518760622,0.5177749515503876,0.5179263565891473,0.5154000553709857,0.5177749515503876,0.5179263565891473,0.5154000553709857,90.52261551766667,17.79408206866659,2.2184757800005173,2.2230708296677526
openml__numerai28.6__167120,RandomForest,131494.66666666666,0.6816604049216736,0.6923563598354731,0.6928368882311761,0.5938405754452346,0.5271324829352572,0.5211640019231986,0.564719165282392,0.5239133444075305,0.513531284606866,0.564719165282392,0.5239133444075305,0.513531284606866,5.651482357666737,0.520919145333437,0.1354619940000058,0.11556102466664696
openml__numerai28.6__167120,SAINT,139237.0,0.6912373240164595,0.6919321309443015,0.692639562562273,0.5342954758022213,0.529150083990469,0.5251137799026896,0.5241685700442967,0.5209025470653378,0.5195874861572536,0.5241685700442967,0.5209025470653378,0.5195874861572536,4078.2344684866644,2.6869029493342773,0.38656625133686856,0.40455891633367475
openml__numerai28.6__167120,TabNet,173674.0,0.6922160318515296,0.6920680847464507,0.692640251926624,0.5245204944799156,0.5281999094011448,0.5174047620382076,0.5171390503875969,0.521594684385382,0.5128045404208195,0.5171390503875969,0.521594684385382,0.5128045404208195,259.2054349996676,3.665584373001669,0.46455714833306655,0.4667987309997746
openml__numerai28.6__167120,VIME,202048.0,0.6917887739619294,0.6921150362477994,0.6924828170630607,0.529247439321952,0.5264964908533133,0.5238191715775681,0.5181339977851606,0.5182724252491694,0.5168189368770765,0.5181339977851606,0.5182724252491694,0.5168189368770765,308.4413359546664,0.5081571696664469,0.10973785399922532,0.10957959133399216
openml__numerai28.6__167120,XGBoost,216875.0,0.6687594294720918,0.6931547809924398,0.6940886323497004,0.6613964582550795,0.5262801176828279,0.5215391051367004,0.6091803363787376,0.5251245847176079,0.5173726467331118,0.6091803363787376,0.5251245847176079,0.5173726467331118,0.3992780176666694,0.13956302666667847,0.019695763333345433,0.0205436490000086
openml__numerai28.6__167120,rtdl_FTTransformer,229802.33333333334,0.6915187762788747,0.6916496418354617,0.6920237710796387,0.5326055057441299,0.5302879991808483,0.5264820358222789,0.5229357004429679,0.521594684385382,0.5183416389811738,0.5229357004429679,0.521594684385382,0.5183416389811738,623.359480762667,2.3035970499997807,1.169729582666908,1.1751020859994696
openml__numerai28.6__167120,rtdl_MLP,244340.66666666666,0.6892555381117517,0.6916962693891966,0.6920245947421488,0.549420370388403,0.533700809084833,0.5279803228147492,0.5355845099667774,0.5276508859357697,0.5206949058693245,0.5355845099667774,0.5276508859357697,0.5206949058693245,91.3576046956664,0.5164357210004104,0.11461202566761124,0.11494533033373953
openml__numerai28.6__167120,rtdl_ResNet,258980.33333333334,0.6895919873007621,0.6915100847204873,0.6921221514697602,0.5471843979600272,0.5336162054094964,0.5271157347064838,0.5328462416943521,0.5287583056478405,0.5202104097452934,0.5328462416943521,0.5287583056478405,0.5202104097452934,108.76415711033242,0.7229619869995835,0.1432442426680135,0.13991034500079513
openml__nursery__9892,CatBoost,10749.333333333334,0.0086638116459613,0.0095001993361705,0.009954043420135032,1.0,1.0,1.0,0.9999356871824555,1.0,0.9997427983539096,0.9999356877008698,1.0,0.9997428058072905,83.08208535533272,0.11365374833386943,0.015816614665861033,0.015184566667395866
openml__nursery__9892,DANet,22129.666666666668,0.004056280738345166,0.0038122892061627,0.004580634464575266,0.9999999465769633,1.0,1.0,0.9998392179561387,1.0,0.9997427983539096,0.9998391904625782,1.0,0.9997428058072905,239.4445915896666,0.4196518680000736,0.06111914733340496,0.06062611933324047
openml__nursery__9892,DecisionTree,36880.0,0.008364680380515367,0.12157469456040947,0.10418965046505875,0.9998467591645884,0.9978419431666693,0.9981871107762257,0.9948871310052092,0.9853395061728395,0.9866255144032922,0.9948992087148326,0.9852800897211068,0.9865804932820262,0.016085624333333166,0.007564564666668099,0.0011793623333341667,0.0011605606666643667
openml__nursery__9892,KNN,59238.333333333336,0.16592107793062782,0.19659769574576091,0.1956996757440884,0.999583733225835,0.9982028763251897,0.9981067961460108,0.9933757797929127,0.985082304526749,0.9812242798353911,0.993329342664123,0.9850319421975945,0.9808829374108526,0.014198827666663666,0.8885462053333311,0.12516216866667065,0.12444685533333848
openml__nursery__9892,LightGBM,74038.66666666667,0.0019551476238047,0.0039745229592006,0.004963173635688067,1.0,1.0,0.9999990339844279,1.0,1.0,0.9989711934156379,1.0,1.0,0.9989711583773392,7.101736094999992,2.583655135666677,0.3311016053333316,0.33051167166667855
openml__nursery__9892,LinearModel,88854.0,0.21700070170723387,0.2160729454249665,0.2171523897916526,0.9710751766329029,0.9704243986333515,0.972272317813854,0.90941539648852,0.9068930041152262,0.900977366255144,0.9079344811837274,0.904917876406,0.8992760299560659,0.029662454333333366,0.014701636666666733,0.0021747840000000333,0.0019563206666666
openml__nursery__9892,MLP,104010.33333333333,0.296742563459829,0.3023389565714853,0.30547990174793155,0.9372712120414176,0.9384795974217922,0.9378107194576613,0.9912213004051709,0.9909979423868314,0.9904835390946501,0.9871656920710373,0.9869123745356941,0.986398155894275,32.40421901400001,0.101206179333379,0.0514138413334421,0.048758558333399066
openml__nursery__9892,RandomForest,131586.66666666666,0.10030186402348194,0.13161126520255514,0.13277489322162703,0.9999921944000115,0.9992181860335224,0.9992322078959185,0.998199241108753,0.9894547325102881,0.9873971193415638,0.9981697136148214,0.9888358500705614,0.9870848508650806,0.22637940233333487,0.0728339296666694,0.0225976526666649,0.021423641666661497
openml__nursery__9892,SAINT,139246.0,1.5571032211660735e-05,3.060103439534073e-05,4.011456710030303e-05,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,222.15716736466666,0.4582414973333376,0.09610743833333873,0.0947330090000188
openml__nursery__9892,STG,150133.33333333334,0.012087619247204133,0.014907857163853434,0.0159185413555445,1.0,0.9999998389974047,0.9999919352336324,0.9999678435912278,0.999485596707819,0.9984567901234568,0.9999678434594367,0.9994873571603898,0.9984548476032268,160.45263371366673,0.04455582600045693,0.006098554667308467,0.005818887666464399
openml__nursery__9892,SVM,161914.66666666666,0.001446545263801,0.0035063696094247998,0.005114225238543866,1.0,0.9999996779948094,0.9999980679688556,1.0,0.9997427983539096,0.9981995884773663,1.0,0.9997428058072905,0.998199654794969,3.843613386000016,0.5503230636669892,0.06899283066665396,0.06908379066665774
openml__nursery__9892,TabNet,173689.33333333334,3.1999536931166706e-05,3.1600345046443575e-05,4.08732832523023e-05,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,249.71910736166683,1.263828839667487,0.17605806833291615,0.17588952833324353
openml__nursery__9892,VIME,202100.0,0.1601322167195023,0.16653474237772084,0.17481960930470097,0.999791883200872,0.9996378027068342,0.9993912491869369,0.9982313975175253,0.9971707818930042,0.9948559670781894,0.9982301597507944,0.9971396727812989,0.9948272179126706,171.7189088410008,0.1092010086667869,0.05224800566672147,0.05246251066697973
openml__nursery__9892,XGBoost,216948.0,0.0014398297382015,0.0021174080479699664,0.0022677717226697665,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,13.271276510999998,0.4041869829999977,0.05393555199999863,0.0552705713333298
openml__nursery__9892,rtdl_FTTransformer,229851.0,0.3245027287283364,0.3264969075414035,0.32670390358240925,0.9762643683029678,0.9791898510403989,0.975852157464051,0.9747250627049971,0.9745370370370372,0.9745370370370372,0.962554592193694,0.9622802887633396,0.9622802887633396,115.09607153833349,0.23949643166633905,0.07259934066739027,0.0747236233328294
openml__nursery__9892,rtdl_MLP,244416.66666666666,0.8731711289337554,0.8794850338874386,0.8800081883305785,0.7660722240059462,0.7683145264006201,0.7670446760613144,0.9746929062962248,0.9745370370370372,0.9742798353909466,0.9625224579611112,0.9622802887633396,0.9620232792213921,29.914190293333245,0.11842080833330226,0.051702561333345394,0.05325923399998323
openml__nursery__9892,rtdl_ResNet,259062.66666666666,0.000255858877992467,6.841391369139264e-05,0.00014064015689339968,1.0,1.0,1.0,0.9999356871824555,1.0,1.0,0.9999356877008698,1.0,1.0,48.990600086666745,0.16503579366659923,0.07163461400038307,0.07204847333347664
openml__one-hundred-plants-texture__9956,CatBoost,10836.666666666666,0.31140917819343644,0.9134586819589692,0.9207430709311266,0.9999896496667783,0.9962962962962963,0.9968434343434343,0.9947875944748502,0.8458333333333333,0.8333333333333334,0.9947495857692128,0.8349305555555556,0.8203472222222222,142.67446844600033,0.0805121643332332,0.011788062000050533,0.0113925699995718
openml__one-hundred-plants-texture__9956,DANet,22188.0,0.6173348815362204,1.3728411844193482,1.7248873131690834,0.9985886061409843,0.9905050505050506,0.9884132996632996,0.8003648683867605,0.6875,0.6583333333333333,0.7859400976358987,0.6595039682539682,0.6163161375661376,93.76003606900031,0.11609432233278004,0.03582309166692233,0.03505990166650003
openml__one-hundred-plants-texture__9956,DecisionTree,36975.333333333336,2.854237859275496,6.083413440518438,5.859978725889867,0.8528516827039484,0.8037289562289563,0.8088383838383838,0.26296585874381023,0.17500000000000002,0.17916666666666667,0.25097762310416977,0.14572850813599167,0.15106383677910798,0.04916873933327293,0.0009733106667037,0.0002623049999783333,0.00022178000002283336
openml__one-hundred-plants-texture__9956,KNN,59339.0,0.49244457830778104,4.611082130923875,4.234491173528122,0.998395211462214,0.940686026936027,0.9451430976430976,0.8240813135261923,0.6854166666666667,0.7104166666666667,0.82184379364951,0.6610185185185184,0.6829464285714285,0.0021889673331922,0.1727653476665788,0.023013763333286332,0.022096274666788835
openml__one-hundred-plants-texture__9956,LinearModel,88944.0,4.154556972215349,4.227320064310628,4.218268673587892,0.9710335639552952,0.9627525252525252,0.966195286195286,0.29085222830336194,0.20625000000000002,0.2020833333333333,0.208804754023444,0.1340381469701322,0.13183784386909383,0.014808300333333335,0.020101035666666534,0.0013069433333335,0.0014111696666660335
openml__one-hundred-plants-texture__9956,MLP,104100.33333333333,12.435013229582077,14.65577383156918,14.477614631910184,0.9236333613953912,0.9151851851851852,0.919469696969697,0.37503257753453223,0.28541666666666665,0.27291666666666664,0.24192841421052802,0.18191386908298668,0.1709314716716032,8.575319774000036,0.05825824166686283,0.05183799166654047,0.052334062333405464
openml__one-hundred-plants-texture__9956,RandomForest,131682.0,1.4411421513895235,2.0700165807180926,2.0627717631625546,0.9995768683222895,0.9870538720538721,0.9867550505050505,0.9739379723742507,0.7270833333333333,0.7125,0.9731598636582919,0.6966666666666667,0.6696726190476191,0.6236939600000445,0.0770904413333255,0.03810786099988183,0.038281261666687265
openml__one-hundred-plants-texture__9956,SAINT,139300.33333333334,0.5694495469379798,1.3523529318635763,1.4844665318068941,0.9979547787223444,0.989419191919192,0.9863636363636363,0.818608287724785,0.6458333333333334,0.6145833333333334,0.8135412952755905,0.6096230158730158,0.5727480158730159,174.08985792566668,0.18660921500031682,0.08743814333365657,0.08386714066667383
openml__one-hundred-plants-texture__9956,STG,150210.0,1.3769942447290713,1.6691830589901657,1.6525291515203815,0.9909522320399636,0.9835858585858586,0.983956228956229,0.7000260620276256,0.5645833333333333,0.5854166666666667,0.6790548018541291,0.5150099206349207,0.5357539682539683,18.903127037000257,0.007416186333405933,0.0014794083335800002,0.0014604066667137
openml__one-hundred-plants-texture__9956,SVM,162018.66666666666,1.588829453356804,2.046896453449916,2.0287021500315174,1.0,0.9919107744107745,0.9906902356902357,1.0,0.7979166666666666,0.78125,1.0,0.7863492063492065,0.7722685185185186,1.5453573646667185,0.81451273533321,0.10133106800003583,0.10134656199996543
openml__one-hundred-plants-texture__9956,TabNet,173767.0,0.2649085142002472,1.4570406906222526,1.6725269180570823,0.9996897463935981,0.9928282828282828,0.9896506734006735,0.9189470940839196,0.7020833333333334,0.7104166666666667,0.9134741043024749,0.6682043650793651,0.6794113756613757,90.82678412566668,0.27757175700003245,0.0551856253333274,0.055109406666664
openml__one-hundred-plants-texture__9956,VIME,202180.33333333334,15.163823459929132,17.65241290874158,17.728118049959203,0.7590530632489368,0.7515909090909091,0.7507996632996633,0.08235600729736774,0.07083333333333335,0.0625,0.025588628021662268,0.0197101543608896,0.015368142722351602,21.555447080666653,0.06115729233342646,0.052954301000106306,0.0521883936666493
openml__one-hundred-plants-texture__9956,XGBoost,217050.33333333334,0.03822814366027293,1.0360877546171345,0.9939630553116633,1.0,0.9923821548821549,0.9932575757575758,1.0,0.7625000000000001,0.7395833333333334,1.0,0.7387698412698412,0.715922619047619,47.772475265999866,0.23904521366677045,0.038839333000093235,0.03744262566659267
openml__one-hundred-plants-texture__9956,rtdl_FTTransformer,229944.33333333334,6.301699690539878,6.985486008119914,7.112030657997578,0.7944204864712828,0.7891666666666666,0.7653451178451179,0.2434193380244983,0.18125,0.15833333333333333,0.1247477320196017,0.08883938660976698,0.07462868046556123,38.51433952333324,0.16184668366698432,0.06982812766682393,0.06938376266680277
openml__one-hundred-plants-texture__9956,rtdl_MLP,244516.0,18.51692338136046,20.64782808148156,20.55805555715654,0.876582067876572,0.8664688552188552,0.870374579124579,0.3455824863174355,0.26666666666666666,0.25833333333333336,0.2091561746549475,0.15739192520442516,0.1486906727531727,9.906102824666656,0.06678586166678234,0.06066353733346353,0.058952840333707436
openml__one-hundred-plants-texture__9956,rtdl_ResNet,259156.0,0.44311209833614235,1.0662729818911394,1.1941743595869314,0.9976925677711698,0.9926094276094276,0.9915151515151516,0.9601250977326036,0.8458333333333333,0.8166666666666668,0.9492570878180842,0.8219642857142858,0.7953472222222221,11.102757616333504,0.06224773966670933,0.054361688666768694,0.05289523866649163
openml__optdigits__28,CatBoost,10933.0,0.040726987036371336,0.09110610588580226,0.09038348737195064,0.9999986279048008,0.9997108857854023,0.9996627624166612,0.998591340450771,0.9851720047449585,0.9822064056939501,0.998591427930685,0.9851522628131004,0.9821754756624234,2.271773352999984,0.04187605333333969,0.0094003996666541,0.008782937666659
openml__optdigits__28,DANet,22262.666666666668,0.0032761681779188666,0.016396368063970032,0.05267939196196464,0.999999546621623,0.9999648507299724,0.999820468597617,0.9991844602609726,0.9970344009489917,0.9887307236061685,0.9991838183032216,0.9970392347086848,0.9887080207129458,248.43951907133325,0.3176353210011863,0.03863227799820377,0.0385639496663922
openml__optdigits__28,DecisionTree,37066.0,0.0856373315856187,2.528677413266267,2.672011700617608,0.9991285697766809,0.9559254102689959,0.9534820345511029,0.9714561091340451,0.8997627520759194,0.8979833926453143,0.9715445708656464,0.8997755922792302,0.8980236585489779,0.21094954733333174,0.007162277333332333,0.0026393750000058332,0.0031213763333361663
openml__optdigits__28,KNN,59415.666666666664,0.030748641723068067,0.06838172240953813,0.08870621672615243,0.9999298810908378,0.9993474023196346,0.9989939064571075,0.9889531435349941,0.9922894424673784,0.99288256227758,0.9889610793009362,0.9923030274503771,0.9928704680599992,0.06325283033336143,6.201021548333332,0.8229517709999877,0.8566695333333492
openml__optdigits__28,LightGBM,74131.0,0.00025017686278333746,0.0473346099425736,0.057507765360431305,1.0,0.9998107359415367,0.9997424286690272,1.0,0.9875444839857651,0.9833926453143533,1.0,0.9875381147456982,0.9833836988284576,6.786987640666697,0.3320333246666642,0.04721333799999757,0.04763407666664613
openml__optdigits__28,LinearModel,89034.0,0.01569361241587097,0.15468634826391536,0.14358029877143538,0.9999763861574268,0.9989957700803611,0.9990790236057787,0.99644128113879,0.9673784104389087,0.9614472123368921,0.9964419521461044,0.9674034930796442,0.9614197739208352,0.03464527166666647,0.03487401666666653,0.014350166666666766,0.0039296516666666335
openml__optdigits__28,MLP,104185.66666666667,0.05071314651710266,0.0735406360450241,0.0728040643359627,0.9997337553155466,0.9997036652950723,0.9997754608291953,0.9966637010676157,0.9922894424673784,0.9863582443653618,0.9966645290352184,0.9922772371379204,0.9863657179546913,19.23334950566641,0.0664100036666847,0.045042297000084795,0.044787944333468936
openml__optdigits__28,RandomForest,131764.33333333334,0.11529016122336487,0.24445748493703123,0.24647497624496403,0.9999949925423955,0.9994829052091793,0.99948236294736,0.9985172004744959,0.9869513641755635,0.9822064056939501,0.9985178534889991,0.9869425994807504,0.9822050481055539,0.5842758779999997,0.10969576833333383,0.0549777356666728,0.19409151433332753
openml__optdigits__28,SAINT,139350.0,0.002046238716735833,0.04892692120595967,0.06517213998840127,0.9999999815460704,0.9997118889456921,0.9997585228754738,0.9993327402135233,0.9899169632265717,0.9786476868327402,0.9993331568685351,0.9898935104065568,0.9785453551933715,372.82964722000025,0.4422865003337317,0.10507790100011027,0.10398986033328579
openml__optdigits__28,STG,150295.0,0.008939646676827333,0.032144952765119035,0.03690158853568087,1.0,0.9998652245542909,0.9998513084826981,1.0,0.9952550415183867,0.99288256227758,1.0,0.9952537801945903,0.9928764971266961,68.07512504433332,0.04537858366681267,0.0030968276666195668,0.0031132383334503
openml__optdigits__28,SVM,162093.33333333334,0.013565185200249567,0.037597879386257964,0.03778019921402827,0.9999974429550531,0.99996259592262,0.9999532901393154,0.9991103202846975,0.9952550415183866,0.9934756820877818,0.9991106415475045,0.9952432661766991,0.9934702879554548,3.8388745049999216,1.7890654169999987,0.22567979066676946,0.2243262529999962
openml__optdigits__28,TabNet,173845.66666666666,0.014746398561221499,0.033937923594749064,0.0851252235691378,0.9998304199369898,0.9998140425846477,0.9988912794625358,0.9977016607354686,0.9934756820877818,0.9833926453143534,0.9977017344829772,0.9934643706686926,0.9833190237446715,87.63943437933388,0.4337417623331324,0.06004298266634573,0.05993716600035744
openml__optdigits__28,VIME,202284.0,0.027081127933722197,0.0369197688781257,0.06112562268495344,0.9997556506631339,0.999825450432526,0.9995192418669564,0.9951067615658363,0.9922894424673784,0.9851720047449586,0.9951071129354027,0.9922831187789295,0.9851168966578537,80.54604611466614,0.07915729799939673,0.0487219769996348,0.05003580099977017
openml__optdigits__28,XGBoost,217139.33333333334,0.005603255322766132,0.0487006839766256,0.054675308972484536,1.0,0.9998182067558146,0.9997749242212403,1.0,0.9881376037959669,0.9839857651245553,1.0,0.9881456227413743,0.9839885969920719,0.9004711506666657,0.08666500499998615,0.010160150999998467,0.014052678999992865
openml__optdigits__28,rtdl_FTTransformer,230047.33333333334,0.022653677659144333,0.0435851015970011,0.06185569082973991,0.9994702672025536,0.9994187908276997,0.9990132410644685,0.9969602609727165,0.9934756820877818,0.9881376037959667,0.9969604931044791,0.9934580478371862,0.9881315057015332,94.78272830266633,0.44768275433337595,0.09461258666700205,0.09593205766668683
openml__optdigits__28,rtdl_MLP,244607.33333333334,0.0235757296938459,0.04192146265456037,0.07250490052915937,0.99991053474651,0.9998937714617084,0.999775382277737,0.9977758007117439,0.9952550415183867,0.9881376037959667,0.9977760534203405,0.9952436011931832,0.9881296839611117,17.972065598666557,0.07967509100005066,0.0556078430001131,0.05299537666671003
openml__optdigits__28,rtdl_ResNet,259249.33333333334,0.0053500365714231,0.025867666477527366,0.0295688340917432,0.9999829959723082,0.999912194108238,0.9999416867204687,0.9990361803084223,0.99644128113879,0.9911032028469752,0.9990364210192947,0.9964248250671033,0.9911024018124005,19.334218701333253,0.08920639966669336,0.05571645033325007,0.05472014599994657
openml__ozone-level-8hr__9978,CatBoost,11025.666666666666,0.10245255886021416,0.15373365378652812,0.1544350021763398,0.9716368106779066,0.8968837535014006,0.9069502801120449,0.964461994076999,0.9514435695538058,0.9461942257217847,0.964461994076999,0.9514435695538058,0.9461942257217847,1.0328913250000074,0.012667219999999632,0.0062887016666668336,0.004025121333341967
openml__ozone-level-8hr__9978,DANet,22326.666666666668,0.1172700209740191,0.15216010747106287,0.14945578166793164,0.9602940046540218,0.9154411764705882,0.9266456582633054,0.9526159921026652,0.9566929133858267,0.9422572178477692,0.9526159921026652,0.9566929133858267,0.942257217847769,99.49812118300044,0.14754816633288687,0.044478563000419934,0.0437071370004152
openml__ozone-level-8hr__9978,DecisionTree,37138.666666666664,0.17418600280397112,0.19586048397678646,0.24760975602039734,0.8417625735423253,0.8122373949579832,0.7601540616246498,0.9389601842711418,0.9383202099737532,0.9343832020997377,0.9389601842711418,0.9383202099737532,0.9343832020997377,0.06221878999999927,0.001012190333333,0.0016357456666658001,0.00023685000000026667
openml__ozone-level-8hr__9978,KNN,59504.333333333336,0.13861774959583506,0.8429474793574442,0.9723828328130907,0.9242232777924131,0.7226453081232495,0.6942401960784315,0.9396182954919382,0.9383202099737532,0.9370078740157481,0.9396182954919382,0.9383202099737532,0.9370078740157481,0.023126799666667464,0.4990106263333316,0.07669626866666407,0.10876293499999844
openml__ozone-level-8hr__9978,LightGBM,74228.66666666667,0.03217617514723006,0.20362770148580514,0.2385724010750895,0.9959263588865473,0.9289215686274509,0.9234943977591037,0.9884830536360645,0.9514435695538058,0.937007874015748,0.9884830536360645,0.9514435695538058,0.937007874015748,1.1978585716666676,0.015102423666667334,0.002175979666664733,0.0033154943333333665
openml__ozone-level-8hr__9978,LinearModel,89124.0,0.1566233848588161,0.15144486357045714,0.14753434389019335,0.9064709013874254,0.9092261904761904,0.9205182072829131,0.9376439618295492,0.9422572178477692,0.9396325459317586,0.9376439618295492,0.9422572178477692,0.9396325459317586,0.04707962166666679,0.009592870666666467,0.0007543986666665999,0.0005451819999998667
openml__ozone-level-8hr__9978,MLP,104275.66666666667,0.17817209441037007,0.17037820563151093,0.16865769512344372,0.8646958421145065,0.8723739495798318,0.8856792717086833,0.9346824613359658,0.9435695538057743,0.9396325459317586,0.9346824613359658,0.9435695538057743,0.9396325459317586,9.37343859733331,0.0546168030000444,0.041728888333333665,0.0398152213334318
openml__ozone-level-8hr__9978,NODE,118776.0,0.2304347452584086,0.23053190658685416,0.23000129781604747,0.8186097756410255,0.8174019607843137,0.8369222689075629,0.9368213228035538,0.937007874015748,0.937007874015748,0.9368213228035538,0.937007874015748,0.937007874015748,87.55446696899999,0.1786124646666706,0.0215208186666539,0.0206892079999979
openml__ozone-level-8hr__9978,RandomForest,131849.0,0.0663719915454108,0.14830476213055532,0.1588133213689297,0.9960278912012644,0.9157037815126051,0.9083946078431372,0.9812438302073051,0.9488188976377954,0.9448818897637796,0.9812438302073051,0.9488188976377954,0.9448818897637796,0.5844739596666653,0.0571276540000016,0.06175766699999777,0.05308293600000189
openml__ozone-level-8hr__9978,SAINT,139402.0,0.1094036037998657,0.16494306816686158,0.18861106328969424,0.9535832674745345,0.8928571428571429,0.8884803921568628,0.9580454096742349,0.9488188976377953,0.9396325459317586,0.9580454096742349,0.9488188976377953,0.9396325459317586,167.2274094310002,0.2784247016667602,0.088012893001481,0.08773907233626227
openml__ozone-level-8hr__9978,STG,150384.0,0.2356904041354261,0.2351952254029083,0.2351952254029083,0.5,0.5,0.5,0.9368213228035538,0.937007874015748,0.937007874015748,0.9368213228035538,0.937007874015748,0.937007874015748,25.104096873333333,0.043935131999998996,0.0023665986666685,0.002070345999998767
openml__ozone-level-8hr__9978,SVM,162186.0,0.13440449246467173,0.15742753310848098,0.14355254256834463,0.9390284729539866,0.9126400560224089,0.9339985994397759,0.9488318525830866,0.9435695538057743,0.9383202099737534,0.9488318525830866,0.9435695538057743,0.9383202099737532,6.521604224000005,0.16966222899999173,0.020126306999998133,0.02300080633332863
openml__ozone-level-8hr__9978,TabNet,173931.0,0.13582900775972953,0.14740103982526268,0.16559758118731335,0.9369017825781526,0.9194677871148459,0.9005602240896359,0.9511352418558737,0.9580052493438319,0.9514435695538058,0.9511352418558737,0.9580052493438319,0.9514435695538058,31.15439324266602,0.1788336756671924,0.022731215999859434,0.0227702893334935
openml__ozone-level-8hr__9978,VIME,202359.0,0.234664031165594,0.23429139099252502,0.2341783520205831,0.6839312763435195,0.6584821428571429,0.6895133053221288,0.9368213228035538,0.937007874015748,0.937007874015748,0.9368213228035538,0.937007874015748,0.937007874015748,25.761435515999995,0.055756774666665565,0.042534386333334305,0.04097168333333317
openml__ozone-level-8hr__9978,XGBoost,217222.33333333334,0.0377631023190901,0.16300009643289978,0.17411694689147836,0.9990464194766421,0.9165791316526611,0.9090511204481793,0.9932543599868379,0.9501312335958007,0.9422572178477692,0.9932543599868379,0.9501312335958007,0.9422572178477692,0.3158328006666669,0.009805031666663367,0.0026627179999962336,0.0025860566666627
openml__ozone-level-8hr__9978,rtdl_FTTransformer,230109.0,0.23324925043228206,0.23196418521304918,0.2340009162676694,0.5655692944327363,0.5873161764705882,0.5492384453781513,0.9368213228035538,0.937007874015748,0.937007874015748,0.9368213228035538,0.937007874015748,0.937007874015748,30.039036392,0.23087001400000415,0.060830171999998066,0.06201249833333591
openml__ozone-level-8hr__9978,rtdl_MLP,244686.0,0.23893832526034567,0.23869845307287887,0.23853145524116323,0.753217476729891,0.7340686274509803,0.7668067226890757,0.9368213228035538,0.937007874015748,0.937007874015748,0.9368213228035538,0.937007874015748,0.937007874015748,7.276308127666668,0.0576217219999991,0.045163608999999334,0.04484485866666724
openml__ozone-level-8hr__9978,rtdl_ResNet,259333.33333333334,0.313290990675906,0.31811235579565217,0.3284849591136403,0.8051320468914648,0.8005952380952381,0.8124124649859944,0.9427443237907207,0.942257217847769,0.9330708661417323,0.9427443237907207,0.942257217847769,0.9330708661417323,9.382326399000018,0.0641239739999418,0.04799061933337487,0.0472245923332792
openml__page-blocks__30,CatBoost,11115.333333333334,0.042061969011358634,0.08392366552790227,0.08978734230962239,0.9970060575731554,0.986038987993557,0.9762971091566689,0.9877397733539306,0.9786971181004995,0.9683698296836983,0.9875494366219062,0.9783742939923652,0.9680753668215285,33.69641292399998,0.012476812333185634,0.002015740666934033,0.0023838953332718
openml__page-blocks__30,DANet,22404.333333333332,0.22274822497034505,0.21925844130932473,0.24294969823359222,0.9213299090318169,0.9202666219504074,0.9149262764221421,0.9575088282642504,0.9634814093240279,0.9568126520681265,0.9512438462439924,0.9584596503022597,0.9514449670497234,264.77219665866625,0.2549117663317399,0.033486881664430194,0.03130950233511
openml__page-blocks__30,DecisionTree,37228.0,0.0908008135130949,0.3470783781322046,0.41309062782703737,0.9723308717374531,0.9449973299220531,0.9359016522937554,0.977231005172288,0.9707862394747728,0.9665450121654501,0.9753806591344993,0.9693240563314266,0.9639191419422484,0.016089099999999665,0.0005920353333335334,0.0002031243333333,0.00015605700000056666
openml__page-blocks__30,KNN,59601.0,0.07484770084090091,0.6049753700820734,0.5940132964939263,0.9870978599969108,0.9118221683810813,0.9080254481288931,0.963752809783856,0.958617453306467,0.9549878345498785,0.9595719080179755,0.9534392665662322,0.9504747961466093,0.004027559999999567,0.20439390700000404,0.028945509666665065,0.029178661666666966
openml__page-blocks__30,LightGBM,74316.66666666667,0.02922422677858773,0.08495167959987064,0.09240208248720927,0.999672953418456,0.9862720336940632,0.975591921190533,0.9935274819135521,0.9756557555700859,0.9708029197080292,0.9935053475264354,0.9753182149622183,0.9702449330869071,0.7550998650000101,0.05325224533333517,0.0076832926666696,0.007641878666656
openml__page-blocks__30,LinearModel,89214.0,0.2704201287940487,0.3160029805964186,0.33571115346425967,0.892369581625922,0.8599767377833092,0.8732195655433368,0.9513404457642439,0.9482645885320061,0.9482968369829683,0.943599697201039,0.9396869415109749,0.9415911939830055,0.011747745666666533,0.0017716136666665998,0.0003874686666666,0.0002934026666666333
openml__page-blocks__30,MLP,104375.33333333333,1.097395167828993,1.180401116906203,1.2518574028300176,0.6669642841267643,0.6564081309953332,0.6512400072222285,0.9584221221726775,0.9580080687848339,0.9525547445255474,0.945446080947101,0.944960199411598,0.9394091715185907,12.928976291000026,0.0662472960000665,0.0451009709999349,0.04484784033324254
openml__page-blocks__30,NODE,118795.0,0.14296280637496458,0.15752038564578186,0.16588102812128738,0.926792017327951,0.9146692028924274,0.9005528821178651,0.9655042160630417,0.9592257258125496,0.9543795620437955,0.9568622240276259,0.9503310634063036,0.9455403987108356,324.2337983446667,0.7541043809999906,0.11884009333338476,0.1195728623333328
openml__page-blocks__30,RandomForest,131944.33333333334,0.03483401823377603,0.2025652464045171,0.21596224037700754,0.9985753675634044,0.9809803441700132,0.9775089593505267,0.9904812380315323,0.975653531538985,0.9732360097323601,0.9902426105693071,0.974755727063865,0.9719187980831213,0.1783386989999999,0.015745492000005332,0.010614805999994767,0.0104717633333291
openml__page-blocks__30,SAINT,139467.0,0.0632669862399079,0.09505268129189966,0.1054693441653254,0.9932433841474784,0.9863910319883749,0.9803586036283628,0.9769267478202833,0.9701790789842404,0.9659367396593673,0.9763663450181893,0.9689781807704622,0.9643359411762518,95.87157741299886,0.2443491113347894,0.09226885233344236,0.08981725533385537
openml__page-blocks__30,STG,150488.33333333334,0.1960503963353594,0.2164482493159828,0.2285946002159236,0.9238634744171076,0.9159567705425066,0.9283816673214654,0.9582698978237328,0.9580069567692835,0.940389294403893,0.9550627591010533,0.9555516178593416,0.9383302320800229,65.70455934066565,0.017872165000198902,0.0028494739997312665,0.0027608763332409004
openml__page-blocks__30,SVM,162283.66666666666,0.15202896480513695,0.179134432341603,0.1547214696918172,0.9378514843687524,0.9060851480632373,0.9242344725587981,0.9501974672136654,0.9513115111401719,0.9482968369829683,0.9431983488740165,0.9439180536168682,0.9417289897243752,1.5083313276666483,0.17432883433332333,0.02209852866663663,0.021964460666708832
openml__page-blocks__30,TabNet,174022.66666666666,0.08411133671935254,0.09566544219979088,0.11054370829336126,0.9885821554143818,0.9884888100058782,0.9747163057030018,0.9725863795337277,0.9726088329619201,0.968978102189781,0.9701751189322197,0.9711895015341475,0.9665104254658136,74.83005912033347,0.3750550673338087,0.05297004533304057,0.0537125956667902
openml__page-blocks__30,VIME,202451.66666666666,1.4881766195006316,1.5678162143186214,1.5535986190218525,0.6463019366533667,0.6426584520739748,0.6427090755228747,0.9475326974457308,0.9464442190759595,0.9434306569343066,0.9321836399697093,0.9312666537952609,0.9282228917855502,24.83165585233328,0.07150825933328044,0.04701992966663223,0.04604117766681287
openml__page-blocks__30,XGBoost,217313.0,0.0191505745840693,0.09495602770019078,0.09805495759899491,0.9998143844346536,0.9890914346130191,0.9802586505763474,0.9946697820559933,0.9768723005822514,0.9701946472019465,0.9946459228643153,0.9769112922017701,0.9698931325588168,2.1607512143333403,0.038596392333341535,0.005915438333344,0.0056769126666816995
openml__page-blocks__30,rtdl_FTTransformer,230213.0,0.3427665855081062,0.33794991631534277,0.3823985875234259,0.8206354566696986,0.8094650697514011,0.7970713220138687,0.9613155328779371,0.958617453306467,0.9568126520681265,0.9532784240190311,0.950090119353901,0.9493707952301776,37.96053910633358,0.1475447813331811,0.06802269999980123,0.06801076200008531
openml__page-blocks__30,rtdl_MLP,244790.66666666666,1.0877660151262403,1.2198991148663476,1.1686301136134147,0.6752751321506941,0.6591940429668409,0.6614018739493668,0.9576606699214253,0.9561821392510352,0.953771289537713,0.9448306746747696,0.9433376673898387,0.9408203276182463,8.407400636666608,0.06833459633344786,0.0462928083333764,0.0463603576667234
openml__page-blocks__30,rtdl_ResNet,259435.0,0.9167472264420725,0.9311444941514223,0.9756357245111845,0.5109713111118578,0.5108084089467375,0.5186814288798306,0.9369478431822366,0.9391393889252146,0.9330900243309003,0.9163581130908712,0.9178081370637813,0.9119417046943604,16.728528100333204,0.09112524966646633,0.05509405200028059,0.053586973666521466
openml__pc1__3918,CatBoost,11196.0,0.086004880917932,0.1640805819191649,0.17857042375490498,0.9849465848760689,0.8893097194068068,0.8754756570290549,0.969184517098835,0.948948948948949,0.933933933933934,0.969184517098835,0.948948948948949,0.933933933933934,1.2065509786666695,0.007832319333332968,0.002633154666670567,0.0018987860000016666
openml__pc1__3918,DANet,22460.0,0.2892359764027303,0.27335000851774377,0.34228935551343187,0.6536528528311368,0.5555896369003164,0.5725665919840677,0.9301014656144306,0.9339339339339339,0.9339339339339339,0.9301014656144306,0.9339339339339339,0.9339339339339339,20.490381324999948,0.05149317999988053,0.0308238403334257,0.030341456999998666
openml__pc1__3918,DecisionTree,37323.0,0.1045947514176755,1.1334309690006812,1.9733928935857064,0.9094199216353118,0.738177477861944,0.6524725274725275,0.966553927095077,0.9429429429429428,0.9159159159159159,0.966553927095077,0.9429429429429428,0.9159159159159159,0.021063606666666634,0.0020907476666668003,0.0006604230000005,0.0004956540000003667
openml__pc1__3918,KNN,59692.333333333336,0.15575135494209597,1.05096970317323,0.8462612535279256,0.900820285499937,0.6872199402539209,0.7261815854048864,0.9334836527621194,0.9429429429429429,0.93993993993994,0.9334836527621194,0.9429429429429429,0.93993993993994,0.002354939666667533,0.0408733269999996,0.02180964900000053,0.0209390196666682
openml__pc1__3918,LightGBM,74398.66666666667,0.13895099067887506,0.18241086543302165,0.2007419751883052,0.969972334897121,0.8901009993243004,0.8875915750915752,0.9556557685080795,0.9429429429429429,0.933933933933934,0.9556557685080795,0.9429429429429429,0.933933933933934,0.29087680766666724,0.004690943666667499,0.0011283736666660334,0.0008893116666659333
openml__pc1__3918,LinearModel,89304.0,0.27086218573468746,0.25074169660950124,0.3685329971352244,0.6023764102484103,0.6879778797254525,0.6001280273124933,0.9331078541901542,0.930930930930931,0.9279279279279279,0.9331078541901542,0.930930930930931,0.9279279279279279,0.0588786190000001,0.006951933999999867,0.0006061783333334334,0.0004855990000000667
openml__pc1__3918,MLP,104463.0,0.2946821946845889,0.24778841215018274,0.3711550944366457,0.5373235670713777,0.6074629254240905,0.5119581066183008,0.9334836527621194,0.9429429429429429,0.9339339339339339,0.9334836527621194,0.9429429429429429,0.9339339339339339,8.989401402666672,0.04680988433329003,0.0420022543333781,0.0424452660000156
openml__pc1__3918,NODE,118821.0,0.408832340564597,0.40489033231506116,0.4056491222646501,0.31867802750077284,0.39469309008143955,0.3415439738255272,0.9301014656144306,0.9309309309309309,0.9339339339339339,0.9301014656144306,0.9309309309309309,0.9339339339339339,38.149981376999996,0.07203875500000116,0.016517458666666967,0.016295811333335967
openml__pc1__3918,RandomForest,132033.0,0.07255446644140023,0.1644986455819747,0.19067177946315542,0.9938824957750908,0.8820592837583129,0.845800437426651,0.977076287110109,0.951951951951952,0.9279279279279281,0.977076287110109,0.951951951951952,0.9279279279279281,0.13798134833333361,0.03167549566666667,0.02963668833333277,0.027434447666666462
openml__pc1__3918,SAINT,139499.33333333334,0.20333669865691037,0.2107745297524232,0.23541178038399957,0.811016882482495,0.7219629076425192,0.75240051210925,0.9349868470499811,0.9339339339339339,0.9219219219219218,0.9349868470499811,0.9339339339339339,0.9219219219219218,186.25034398700004,0.1235733889999437,0.07696172400017073,0.07626612033334364
openml__pc1__3918,STG,150564.0,0.25063951375793797,0.25102128845838095,0.24390161857456413,0.6291094620303914,0.5332004160887657,0.5788323731284897,0.9301014656144306,0.9309309309309309,0.9339339339339339,0.9301014656144306,0.9309309309309309,0.9339339339339339,11.729451077666665,0.005429330333334067,0.0011816269999998666,0.0011575473333327666
openml__pc1__3918,SVM,162360.0,0.2625881823572003,0.25221138070588384,0.24462728066246434,0.4836882010371099,0.5050677477861943,0.38811835413777157,0.9308530627583614,0.9309309309309309,0.9339339339339339,0.9308530627583614,0.9309309309309309,0.9339339339339339,0.1938337369999998,0.028801989,0.0050171483333333,0.003585047999999966
openml__pc1__3918,TabNet,174108.33333333334,0.2942390991591874,0.20807714509909667,0.4473914119014919,0.7934503539605547,0.7764678687008785,0.7282798108040827,0.9338594513340848,0.951951951951952,0.9279279279279281,0.9338594513340848,0.951951951951952,0.9279279279279281,27.142630224666465,0.12807636133334196,0.018772905333586633,0.018779595333323032
openml__pc1__3918,TabPFNModel,181731.0,0.09076513234917989,0.1706162026857673,0.15913784045800525,0.9962489658580194,0.8998186279739678,0.9169156086631814,0.9485155956407364,0.9309309309309309,0.9339339339339339,0.9485155956407364,0.9309309309309309,0.9339339339339339,0.00047487933333313333,1.6914185863333333,0.9623786686666657,0.9931659673333328
openml__pc1__3918,VIME,202539.0,0.43521882463033945,0.42025525190143115,0.4010905941352913,0.3650598546722709,0.389467530851026,0.3547156726768377,0.9301014656144306,0.9309309309309309,0.9339339339339339,0.9301014656144306,0.9309309309309309,0.9339339339339339,14.68834052666667,0.044393629333333906,0.039947472333334795,0.040870491333335396
openml__pc1__3918,XGBoost,217408.66666666666,0.0627232367233516,0.18255548758149795,0.18119244841672058,0.9899666289884413,0.8702545431914365,0.8715525978875492,0.9789552799699361,0.951951951951952,0.9429429429429431,0.9789552799699361,0.951951951951952,0.9429429429429431,0.12358455399999886,0.0020733416666663665,0.001319245,0.0014483233333326666
openml__pc1__3918,rtdl_FTTransformer,230292.0,0.20798121011631865,0.22578997035054962,0.21978560626624263,0.7914057013487422,0.7213850065791814,0.7817089868060743,0.9368658399098083,0.93993993993994,0.9369369369369368,0.9368658399098083,0.93993993993994,0.9369369369369368,9.57077934199996,0.07461376099998529,0.051601836333361434,0.051611038666654396
openml__pc1__3918,rtdl_MLP,244866.33333333334,0.6470295619764234,0.6293568999089801,0.6193515340955162,0.5716886823831805,0.5995901347843096,0.6214592446388563,0.9342352499060503,0.9339339339339339,0.936936936936937,0.9342352499060503,0.9339339339339339,0.936936936936937,5.605432174333319,0.048782535999995,0.043155648666675796,0.043442716666676234
openml__pc1__3918,rtdl_ResNet,259509.0,0.25429266937980144,0.25433971360325813,0.26920306331313054,0.6876158919643363,0.6269426366513745,0.6261380205554963,0.9301014656144306,0.9309309309309309,0.9339339339339339,0.9301014656144306,0.9309309309309309,0.9339339339339339,5.423769732333333,0.051635043333333734,0.04679660666666696,0.04616780866666653
openml__pc3__3903,CatBoost,11294.666666666666,0.11794198866506063,0.2184300027337077,0.24478454172766484,0.9767824053093245,0.8935500042215468,0.8687943262411348,0.963985054710435,0.9212668082094834,0.8938428874734607,0.963985054710435,0.9212668082094834,0.8938428874734606,2.90795587866666,0.012696271999999365,0.005659252333335467,0.002850185000004467
openml__pc3__3903,DANet,22549.666666666668,0.3124209294626788,0.3166129643522358,0.32348340084414906,0.8285739217504982,0.8487831391421817,0.8352541371158392,0.8988795302908995,0.9063912025695465,0.8832271762208069,0.8988795302908995,0.9063912025695465,0.8832271762208069,53.600478677666615,0.13678034400025274,0.0438272676666689,0.043819484999784636
openml__pc3__3903,DecisionTree,37411.0,0.24233035920734225,0.33777867549869267,0.44074122023968787,0.8207795115037001,0.7871211161769672,0.775783096926714,0.9079506805444355,0.908500734933856,0.8853503184713376,0.9079506805444355,0.908500734933856,0.8853503184713376,0.019668461666666432,0.0010164336666667667,0.0005431773333334,0.0004063416666667333
openml__pc3__3903,KNN,59769.333333333336,0.25258190314796103,0.4751452100348956,0.8280740624054478,0.8242994457864444,0.7508569739952718,0.6899379432624113,0.8978122231118227,0.9000081659317329,0.8980891719745223,0.8978122231118227,0.9000081659317328,0.8980891719745222,0.0038907090000000004,0.07513714699999989,0.02903382666666687,0.036007697999999935
openml__pc3__3903,LightGBM,74500.33333333333,0.0154623199806248,0.35525158762785924,0.4987817972069397,0.9999419407331568,0.8725942460317461,0.8308953900709221,0.9967982919669071,0.9255403124829876,0.9023354564755839,0.9967982919669071,0.9255403124829876,0.9023354564755839,0.6709817973333321,0.0096349763333319,0.0020051593333342,0.0020126596666661333
openml__pc3__3903,LinearModel,89394.0,0.3606062094292939,0.4480266509513817,0.4105505900795275,0.5926985136844252,0.5600187858831477,0.5856973995271867,0.900479743795036,0.9000081659317329,0.8895966029723992,0.900479743795036,0.9000081659317329,0.8895966029723992,0.0357469283333332,0.008915628999999734,0.0005809109999997666,0.0004120136666664
openml__pc3__3903,MLP,104547.0,0.29847556702839145,0.29729986709447603,0.32644532827952716,0.7622519691308186,0.7512970702465385,0.769355791962175,0.8972782492660795,0.9085279547062988,0.8789808917197451,0.8972782492660795,0.9085279547062988,0.8789808917197451,11.858421895333189,0.0488683313334294,0.042959042333328236,0.043017656333306065
openml__pc3__3903,NODE,118886.0,0.39052797932376976,0.3933676306793686,0.3913974811317055,0.2792970033695431,0.2090383316447146,0.24261229314420804,0.8975453429410195,0.8978714137949807,0.8980891719745223,0.8975453429410195,0.8978714137949807,0.8980891719745222,55.36859014699999,0.11288332133332797,0.020024156000009834,0.019317293999999135
openml__pc3__3903,RandomForest,132119.33333333334,0.0995401532328336,0.2998366276484854,0.2660784739637967,0.9949032249758565,0.8743604356636271,0.8523936170212766,0.9757158259941286,0.9170341335946431,0.8917197452229301,0.9757158259941286,0.9170341335946431,0.8917197452229301,0.24893235100000055,0.05080672366666874,0.04113612599999897,0.03327495999999757
openml__pc3__3903,SAINT,139513.66666666666,0.23130277001386887,0.23126504676051685,0.24391748280991532,0.881970716720784,0.8754707024653833,0.8698286052009457,0.9015483319989325,0.8999945560455115,0.8980891719745223,0.9015483319989325,0.8999945560455115,0.8980891719745223,343.76552353866646,0.15235774633333674,0.08902656433315308,0.09124184233307153
openml__pc3__3903,STG,150654.0,0.3254910873170675,0.32216455881140654,0.3226667990919891,0.6077911227442075,0.6471314589665654,0.6244089834515366,0.8975453429410195,0.8978714137949807,0.8980891719745223,0.8975453429410195,0.8978714137949807,0.8980891719745222,17.358292706333334,0.006726575999998333,0.0014991703333334001,0.0013518233333335336
openml__pc3__3903,SVM,162451.66666666666,0.3160159161961057,0.30163973267185673,0.31773523373797136,0.6247369490660794,0.6515450861195542,0.5771276595744681,0.8980786762743529,0.902144918068485,0.9002123142250532,0.8980786762743529,0.902144918068485,0.900212314225053,14.175390105666688,0.10428511133333314,0.012762151333342934,0.011723065333424034
openml__pc3__3903,TabNet,174209.66666666666,0.3499180336047954,0.27264764087486587,0.3208287136421894,0.7516201892726923,0.8330035249915569,0.7697990543735225,0.8887391513210569,0.9170341335946431,0.8853503184713376,0.8887391513210569,0.9170341335946431,0.8853503184713376,44.84705965466651,0.17990575566667152,0.035845751333378396,0.035649165666503266
openml__pc3__3903,VIME,202629.0,0.41031018205539077,0.4062737722150946,0.4080292556213408,0.5887318834134226,0.5969108831475852,0.6492316784869976,0.8967451294368828,0.8978714137949807,0.8959660297239914,0.896745129436883,0.8978714137949807,0.8959660297239914,23.70046485233333,0.05135866200000074,0.0428871350000008,0.04396322199999497
openml__pc3__3903,XGBoost,217496.0,0.0412952110540567,0.2106417497061679,0.27560994640543773,0.9996713046085693,0.902128187267815,0.8481087470449172,0.9943963704296771,0.9297593772116065,0.9023354564755839,0.9943963704296771,0.9297593772116065,0.9023354564755839,0.18238457733333624,0.004927276333329867,0.0021205093333307,0.0007993683333348333
openml__pc3__3903,rtdl_FTTransformer,230379.0,0.28323292911147746,0.2594746616989491,0.28152007432857173,0.7835219286899403,0.8615691489361703,0.8049645390070922,0.8980791032826261,0.8978714137949807,0.8980891719745223,0.8980791032826261,0.8978714137949807,0.8980891719745222,16.747502305999998,0.09629022400000287,0.051499111999999465,0.05165328266666686
openml__pc3__3903,rtdl_MLP,244956.0,0.3108617191124444,0.3232212076435063,0.3182711571061174,0.7181416453473842,0.7162487335359676,0.692080378250591,0.8983457699492927,0.8978714137949807,0.8980891719745223,0.8983457699492927,0.8978714137949807,0.8980891719745222,8.780968896333333,0.049488783333333765,0.043793051999999166,0.04334338133333417
openml__pc3__3903,rtdl_ResNet,259599.0,0.30189474344079853,0.28664445008943534,0.296227400129831,0.7823034201406281,0.8510290020263426,0.8173758865248226,0.8970115825994128,0.8978714137949807,0.8980891719745223,0.8970115825994128,0.8978714137949807,0.8980891719745222,9.729734897,0.0538244349999992,0.0443761563333318,0.04493589300000043
openml__pc4__3902,CatBoost,11379.666666666666,0.0871854446733097,0.1792996235713087,0.20685952291054702,0.9919548213761736,0.9486400462962963,0.9386574074074074,0.9716981132075473,0.910958904109589,0.8972602739726027,0.9716981132075473,0.9109589041095889,0.8972602739726027,1.0061038030000116,0.011814851333326666,0.005332148333309267,0.0031618163333177337
openml__pc4__3902,DANet,22641.666666666668,0.15516195016898712,0.2185330268494811,0.23230440857349077,0.963623046875,0.9395254629629629,0.9241898148148148,0.9251000571755288,0.9292237442922374,0.910958904109589,0.9251000571755288,0.9292237442922374,0.910958904109589,85.27577961666732,0.1192817276669302,0.0361033766666878,0.03569146533360856
openml__pc4__3902,DecisionTree,37512.666666666664,0.10446886370923776,1.633067590682522,1.998864917414611,0.967217530443075,0.8347077546296298,0.8314525462962964,0.9485420240137222,0.8995433789954337,0.8949771689497718,0.9485420240137222,0.8995433789954337,0.8949771689497718,0.039721871999999665,0.0058866313333334,0.0009318429999997001,0.0012824466666666332
openml__pc4__3902,KNN,59859.333333333336,0.28916624948076713,1.2275212749202737,1.5983852683624449,0.8126043042106806,0.6006221064814815,0.575954861111111,0.879073756432247,0.8789954337899543,0.8698630136986302,0.879073756432247,0.8789954337899543,0.8698630136986302,0.0038991776666669003,0.07127664766666673,0.04567744399999963,0.0181769989999994
openml__pc4__3902,LightGBM,74590.33333333333,0.02575976217204193,0.2514575834845397,0.2977912341758847,0.9999919765991785,0.9438657407407406,0.9296875,0.9991423670668954,0.9292237442922374,0.8881278538812785,0.9991423670668954,0.9292237442922374,0.8881278538812785,0.3580195116666666,0.005800357333332767,0.0018239946666665334,0.0011849343333336
openml__pc4__3902,LinearModel,89484.0,0.3154465636298734,0.387458380701805,0.3617698681343266,0.7893387342282864,0.7443576388888888,0.7689525462962963,0.8922241280731846,0.865296803652968,0.8744292237442922,0.8922241280731846,0.865296803652968,0.8744292237442922,0.0437043309999998,0.0058724119999999,0.0005958656666667333,0.0003415029999999667
openml__pc4__3902,MLP,104646.66666666667,0.537259359134287,0.4760022183662567,0.6044924716588506,0.6665325612529343,0.7074652777777778,0.6216001157407408,0.8670668953687821,0.8926940639269407,0.8721461187214613,0.8670668953687822,0.8926940639269407,0.8721461187214613,7.0403902613333,0.0451456850000037,0.03985284966665853,0.03949510800005853
openml__pc4__3902,NODE,118937.0,0.4015582294686308,0.4065479370829177,0.40811844731438646,0.5898609430017606,0.533420138888889,0.4994212962962963,0.8782161234991422,0.8767123287671232,0.8767123287671232,0.8782161234991422,0.8767123287671232,0.8767123287671232,52.51827398166666,0.09572969766666967,0.018273642333331435,0.018030733000000933
openml__pc4__3902,RandomForest,132209.33333333334,0.09087888569791157,0.3664979597779685,0.36333995880869724,0.9965533762470656,0.9095775462962963,0.9131221064814815,0.9848484848484849,0.904109589041096,0.8835616438356165,0.9848484848484849,0.904109589041096,0.8835616438356163,0.2205236679999996,0.0346156229999993,0.042190195666666534,0.034733484333332336
openml__pc4__3902,SAINT,139527.0,0.19497729552329535,0.21097321894542373,0.22688962815553604,0.940074365463615,0.9175347222222223,0.9140625,0.9019439679817038,0.8904109589041096,0.8767123287671232,0.9019439679817038,0.8904109589041096,0.8767123287671232,352.1059065853331,0.17861543066737792,0.09475365633337181,0.10174830866693196
openml__pc4__3902,STG,150744.33333333334,0.3554933489446877,0.3523997467342917,0.3559818756490197,0.7086003979606806,0.720486111111111,0.7261284722222222,0.8810748999428245,0.8789954337899543,0.8721461187214611,0.8810748999428245,0.8789954337899543,0.8721461187214611,17.103832519666668,0.007171709000035734,0.0014960453333484,0.0014985013333112
openml__pc4__3902,SVM,162546.0,0.32802584123414047,0.35488337843132584,0.34800858559017084,0.496257656616784,0.5079571759259259,0.4292534722222223,0.8827901658090337,0.8789954337899543,0.8812785388127854,0.8827901658090337,0.8789954337899543,0.8812785388127855,189.52581060433246,0.10316605466573874,0.013415375667437265,0.013298747333538702
openml__pc4__3902,TabNet,174283.0,0.18349728694991077,0.17034140141206025,0.3013333974067953,0.9509208571742959,0.9583333333333334,0.8896122685185186,0.9156660949113778,0.9292237442922374,0.8767123287671232,0.9156660949113778,0.9292237442922374,0.8767123287671232,34.59710423699986,0.14631398766611403,0.029150851999626536,0.029886364333681997
openml__pc4__3902,VIME,202721.66666666666,0.37387329806234754,0.37706271381187567,0.37441573193037375,0.6478242829372065,0.5905671296296297,0.6634837962962963,0.8765008576329331,0.8789954337899543,0.8744292237442922,0.8765008576329331,0.8789954337899543,0.8744292237442922,21.609378174000067,0.0504053493332605,0.042470416999921136,0.04431426166662076
openml__pc4__3902,XGBoost,217592.66666666666,0.043891893111109394,0.2016783516519852,0.24377084477963007,0.9986921856660799,0.9539930555555557,0.9317129629629629,0.9911377930245854,0.9178082191780822,0.8904109589041096,0.9911377930245854,0.9178082191780822,0.8904109589041095,0.21153975166666442,0.004990596333334933,0.0008976539999985666,0.0008600613333350999
openml__pc4__3902,rtdl_FTTransformer,230482.0,0.16624313868370447,0.18516679349950496,0.19900651371908384,0.9582542455252346,0.9450231481481483,0.9360532407407406,0.9202401372212693,0.910958904109589,0.8926940639269406,0.9202401372212692,0.910958904109589,0.8926940639269406,22.74728795666677,0.09874114000009131,0.059025684999937704,0.058325394333318535
openml__pc4__3902,rtdl_MLP,245052.66666666666,0.3408987658468489,0.3549580944436037,0.34903008254891904,0.736655938233568,0.715060763888889,0.7152054398148149,0.8787878787878788,0.8789954337899543,0.8767123287671232,0.8787878787878788,0.8789954337899543,0.8767123287671232,8.268167787666789,0.049295793666630006,0.04277220633330947,0.043951918666661365
openml__pc4__3902,rtdl_ResNet,259694.66666666666,0.3051945596214681,0.32204090862786905,0.3153992376070189,0.8233235677083334,0.7777777777777778,0.7978877314814815,0.8802172670097198,0.8835616438356165,0.8744292237442922,0.8802172670097198,0.8835616438356163,0.8744292237442922,10.445260458333337,0.0536909233333915,0.0487394629998725,0.04735405166657473
openml__pendigits__32,DANet,22709.0,0.012875524160578399,0.05613211148406103,0.05033981998400127,0.9999701961624137,0.9990619978677132,0.9994907539556218,0.9966639655878456,0.9936330548432459,0.991512945653073,0.9966653773207201,0.993641526073293,0.9915206556627969,238.6184552476666,0.4175875839997995,0.07180496233346877,0.07113778966656047
openml__pendigits__32,DecisionTree,37602.666666666664,0.0284953295404785,1.168421468552731,1.085452912374856,0.9997280911416624,0.9802067785724442,0.9817283299486874,0.9925697523154158,0.9581583808972344,0.9596856646538175,0.9925709264381566,0.9580846936837019,0.9596188781631522,0.1571043846666609,0.0061986623333384,0.0025060619999995003,0.0025647393333324666
openml__pendigits__32,KNN,59969.0,0.011346290679491533,0.15031714251087225,0.1387435119971473,0.999990031625381,0.9978028953053325,0.9979700346030698,0.9954130222005176,0.9902980671133538,0.9902994457771528,0.9954125975399398,0.990317372387226,0.9903105183380677,0.011851561666655132,5.552486468333352,0.7422179293333026,0.7985454629999822
openml__pendigits__32,LightGBM,74680.0,0.0008832452718460334,0.0508324312775539,0.0571182155582412,1.0,0.9992175322839234,0.99963485624583,1.0,0.9884793338296524,0.9860572972674883,1.0,0.9885001450414538,0.9860821710085856,4.578698131999987,0.7008680006666778,0.061615264666667564,0.07011050366664696
openml__pendigits__32,LinearModel,89574.0,0.19121742491546315,0.23534115350511944,0.2184328638578389,0.9967035983989035,0.9951458039942898,0.9955655759712458,0.9425300121615777,0.9342040973888107,0.9339214713100062,0.9425972451337167,0.9342641005577912,0.9340964448086998,0.042573645000000236,0.01685007833333337,0.0023689169999998997,0.0179963233333332
openml__pendigits__32,MLP,104727.66666666667,0.07331071173174787,0.11203658200789317,0.2150848105547195,0.9993056938521682,0.9986510217269294,0.9980990455593969,0.9957919521192856,0.9933297488074558,0.987877133482229,0.9957875085978588,0.993330537754414,0.9878724971565491,29.852057395333457,0.09914257100035677,0.0547207773333866,0.05590862899998677
openml__pendigits__32,RandomForest,132304.0,0.0440434040230187,0.1189956974634873,0.12401703311429284,0.9999908965779084,0.9992036518977532,0.999202671150654,0.9973842527484957,0.9833250613505391,0.9833294730746959,0.997381726914287,0.9833018438785072,0.9833025022949308,1.1337004076666706,0.19940835133333693,0.08164530100000883,0.09494106099999533
openml__pendigits__32,SAINT,139538.0,0.030456745224919164,0.11457146052263693,0.10706360682741684,0.9999224815908749,0.9985792490369559,0.9988876251803233,0.9911672205737577,0.9748335952794552,0.9718101855681475,0.9911842323358662,0.9748513565107841,0.9718418031224929,495.13534551833374,0.6872617853338548,0.14836337799958219,0.1492884823334558
openml__pendigits__32,STG,150847.33333333334,0.01573820903605473,0.04840459264147423,0.04876367490774097,0.9999450280444594,0.9986746419208138,0.999066065091491,0.9995071664946867,0.9906002702181048,0.9909063335814929,0.9995069596705957,0.9906092817517472,0.9909149618518964,130.58205021166773,0.03401118499944756,0.0047947323331148,0.004743531334194467
openml__pendigits__32,SVM,162644.0,0.0112437647801686,0.0311856505787346,0.0306227613451667,0.9999675182350263,0.9993452768008709,0.9995525095009009,0.9987489531492034,0.9951484820911572,0.9936344335070451,0.998748788985007,0.9951468992124375,0.9936380376619525,5.169811563333231,2.2594184716665495,0.2827127476663615,0.2842691573331421
openml__pendigits__32,TabNet,174361.66666666666,0.0063864480735346995,0.034716416065986695,0.042746209512415034,0.9999890702464849,0.9994558384658933,0.9994663243462755,0.9980287220266485,0.9945424214850966,0.9924220365621639,0.9980290613932082,0.9945423957077066,0.9924311173960002,170.57029192766703,0.9437503993334152,0.12283288699897332,0.12233030433223269
openml__pendigits__32,VIME,202813.33333333334,0.024931714419092834,0.06084034490991807,0.07060264364272863,0.9996776070637868,0.9990870741710268,0.998790914271368,0.9964745631444845,0.9927228610031159,0.9896939366366119,0.9964758903974394,0.9927270022937372,0.9896945198819583,80.31067555066632,0.1029764900000979,0.05757932133322657,0.05372348166686907
openml__pendigits__32,XGBoost,217682.33333333334,0.0031114074375857997,0.05717401993231183,0.04821364641050437,1.0,0.9992440096547597,0.9996205315811361,1.0,0.987872997490832,0.9863600518377589,1.0,0.9878897919398306,0.9863752176855797,2.0128784543333325,0.2151982886666511,0.027751971333321,0.0293102936666495
openml__pendigits__32,rtdl_FTTransformer,230574.33333333334,0.0427540997740854,0.06383216461869103,0.08693798705346917,0.9994109713918625,0.9984960641742586,0.9986641338412641,0.9944654020910934,0.9927234124686355,0.9878741004218711,0.9944670987459067,0.9927256062740936,0.9878776896716225,88.44739792866615,0.29154464733377,0.08257781833344777,0.08070214700092031
openml__pendigits__32,rtdl_MLP,245147.66666666666,0.027555874571931233,0.09419648056337793,0.0792513535842751,0.9996379352832246,0.9989652726802435,0.9990183879018334,0.9981803750435629,0.9942391154493065,0.9927250668651943,0.9981802718554609,0.9942426791183229,0.9927331062365675,31.17906167299975,0.10584692366660416,0.05429103733331427,0.055116627666450264
openml__pendigits__32,rtdl_ResNet,259787.66666666666,0.015710093553499067,0.052178846884255364,0.0422390680851971,0.999670567016217,0.9991789684562745,0.9994867369564563,0.9986731913038206,0.9942393911820665,0.9942410455786254,0.9986729658567199,0.9942430178477304,0.9942515613807995,44.1402219129998,0.1213113533334535,0.05973019000020937,0.058424446333276564
openml__philippine__190410,CatBoost,11462.666666666666,0.3516089441277847,0.4876704576676852,0.48447489737017785,0.9532243988153398,0.8479035506082369,0.8493190316573797,0.8864567974399815,0.7634196057238186,0.7618472786797935,0.8864567974399815,0.7634196057238186,0.7618472786797935,3.1431244036666453,0.0261481100000029,0.013472626999990966,0.013301018666654766
openml__philippine__190410,DANet,22756.333333333332,0.4530479853072986,0.5351123196009175,0.5493665133975562,0.870463986870468,0.8308008310876298,0.8255502430346651,0.7743495828084512,0.7542773953022079,0.7401421164344401,0.7743495828084512,0.7542773953022079,0.7401421164344401,158.2111187319998,0.2545217933332727,0.03756484100017583,0.03675458633347257
openml__philippine__190410,DecisionTree,37682.0,0.38807253105264145,1.2981424911896393,1.389983663763144,0.8956235088617112,0.795060384651017,0.7796043262814267,0.831229781936251,0.7542773953022079,0.7361594100738582,0.831229781936251,0.7542773953022079,0.7361594100738582,2.759574327333333,0.009747172999997934,0.002227465333332233,0.0012433583333321
openml__philippine__190410,KNN,60041.0,0.5811075871822344,0.6253609972815143,0.6241737430537088,0.7609362862687988,0.7114219346926424,0.717252817312692,0.695033242182545,0.667989340288384,0.660769950735058,0.695033242182545,0.667989340288384,0.660769950735058,0.32587974499991407,23.732411942999914,3.0178557803333206,3.078152412999998
openml__philippine__190410,LightGBM,74764.66666666667,0.47037549512670074,0.5160214711417196,0.5289272157897545,0.9081450793822841,0.8634423383518008,0.8537429708244478,0.8275163295699887,0.7845579078455791,0.766415446791513,0.8275163295699887,0.7845579078455791,0.766415446791513,8.780423368333382,0.07448547433326283,0.010519714666694767,0.0096970489999724
openml__philippine__190410,LinearModel,89664.0,0.5901544236579525,0.5929432267919446,0.5851458575129461,0.7527160632019605,0.7560170102770356,0.7574406057370067,0.6910323642916895,0.6954198876853309,0.6893185538507328,0.6910323642916895,0.6954198876853309,0.6893185538507328,0.0630206650000001,0.0087678523333334,0.0088937879999999,0.008382912333333267
openml__philippine__190410,MLP,104827.33333333333,2.043676500356833,2.4860194938731386,2.5514909492113405,0.76368508991525,0.7504551190324956,0.7263612972051819,0.6966755220876418,0.7005529578545863,0.6756052382183165,0.6966755220876418,0.7005529578545863,0.6756052382183165,17.98118453666666,0.08466282900000499,0.05230791166695777,0.05096819666672064
openml__philippine__190410,NODE,118975.0,0.5699033793593759,0.5719627235274571,0.5695879733217746,0.770156823006218,0.7721753682169168,0.7723340291306274,0.7051798458020754,0.7045679723051137,0.7138795554406823,0.7051798458020754,0.7045679723051137,0.7138795554406824,708.8326187703333,0.9788494600003711,0.13991227466673684,0.13976817866629668
openml__philippine__190410,RandomForest,132394.0,0.25003884561524076,0.503889906397144,0.5041815538437896,0.9949999289374326,0.8359445077475964,0.8332812479512456,0.961843744098753,0.7531348637577637,0.7487057183361138,0.961843744098753,0.7531348637577637,0.7487057183361138,6.443781367666664,0.20487904433332457,0.0943557136666678,0.11654598466666731
openml__philippine__190410,SAINT,139543.0,0.5169081594822434,0.5714161168711975,0.5652724821119667,0.8214496561097285,0.7758312730253124,0.7837140872835467,0.7313328860612026,0.7085565528638674,0.7093015969986763,0.7313328860612026,0.7085565528638673,0.7093015969986763,4533.913821040997,1.1801654503312118,0.2543705310041939,0.250593207339989
openml__philippine__190410,STG,150934.33333333334,0.6551912852947549,0.65073171156406,0.6586227034060811,0.6794096077741875,0.6935052819978088,0.6743300223850263,0.6282964827622575,0.6394201774791074,0.6207911370097982,0.6282964827622575,0.6394201774791074,0.6207911370097982,68.32600446366678,0.0275146936670959,0.003828603666571867,0.0037288196663969667
openml__philippine__190410,TabNet,174418.0,0.5008706657354605,0.5032951323453303,0.5076569800304003,0.8271687805944663,0.8280968514581328,0.8212319927251889,0.7376897883956026,0.7405689748349351,0.7350178575624428,0.7376897883956026,0.7405689748349351,0.7350178575624428,158.6088299719995,0.7174927533330143,0.09547009766659657,0.09512280800117877
openml__philippine__190410,VIME,202909.33333333334,0.6640653426839668,0.6617309044824049,0.6929677325858504,0.6905850565140152,0.7096983814383551,0.679947404646,0.6217920926057254,0.6291344564800238,0.6208009273400847,0.6217920926057254,0.6291344564800238,0.6208009273400847,46.13078362299954,0.0938112729994221,0.060872722000567536,0.06181129200012939
openml__philippine__190410,XGBoost,217779.0,0.09496881712361949,0.4365210268162341,0.4461757525628318,0.9999966929321346,0.8766158156423057,0.8724388017583875,0.9992856122303185,0.7948406917455767,0.7789783986152558,0.9992856122303185,0.7948406917455767,0.7789783986152558,5.278513318999988,0.09096023733334845,0.022390378333331736,0.023537320333375033
openml__philippine__190410,rtdl_MLP,245238.0,0.599286769315091,0.6133852617281916,0.6125060554340677,0.748346820514414,0.7364347404151612,0.7327568971417283,0.6804559639333417,0.6828451874652443,0.6687500489516515,0.6804559639333417,0.6828451874652443,0.6687500489516515,19.90791849266668,0.09401119933333267,0.05458291766668324,0.05382767833354283
openml__philippine__190410,rtdl_ResNet,259875.33333333334,0.5110609225430246,0.572751105586066,0.5683122544894906,0.8303368395618005,0.780635984950831,0.7745321209221324,0.7489767781812056,0.7205712461915615,0.6950370857711256,0.7489767781812056,0.7205712461915615,0.6950370857711256,23.03173666533345,0.09809626166666867,0.05400276533327047,0.054882369000040336
openml__phoneme__9952,CatBoost,11573.333333333334,0.21619714899895084,0.27560057932609977,0.27109848200163517,0.9731835375439771,0.9464613037417543,0.9486428046143546,0.929662193428968,0.8897104128157732,0.8903265557609364,0.929662193428968,0.8897104128157731,0.8903265557609364,1.3494418066666682,0.015549019333342032,0.0090316906666719,0.0031878226666558
openml__phoneme__9952,DANet,22809.666666666668,0.17896709411985742,0.26727089723611264,0.27540986151997576,0.9764185512509839,0.9523582161634122,0.9474134808521848,0.9234922103964213,0.895871842267406,0.873690696241528,0.9234922103964213,0.895871842267406,0.873690696241528,332.59217995533373,0.3263880619997508,0.045921797666475535,0.04485245533336027
openml__phoneme__9952,DecisionTree,37785.333333333336,0.08635716208346911,3.0601618303030116,3.0725628161416974,0.9939578216016368,0.8539958510323027,0.8539546906384801,0.9635971001079747,0.8601355514479359,0.8558225508317929,0.9635971001079747,0.8601355514479359,0.8558225508317929,0.06101540366666627,0.0026505326666663334,0.0010070363333334333,0.0009738593333325334
openml__phoneme__9952,KNN,60149.0,0.17326075694824924,0.7956879151289797,0.9038832511021174,0.9757953489829408,0.9265835775516701,0.9275769150559233,0.9207157180317754,0.8632162661737524,0.8835489833641406,0.9207157180317754,0.8632162661737522,0.8835489833641406,0.0048109023333277,0.5899337473333333,0.08157101600000273,0.09302811800000177
openml__phoneme__9952,LightGBM,74860.33333333333,0.011696864470110436,0.35134598529371663,0.3306806318974002,1.0,0.9608976258684843,0.9627635637217778,1.0,0.9057301293900185,0.9106592729513246,1.0,0.9057301293900184,0.9106592729513245,2.074576889333327,0.10217201933333465,0.014286655999995268,0.014179691333334634
openml__phoneme__9952,LinearModel,89754.0,0.4687722610538741,0.47523133452901584,0.4836652422393777,0.8157888983230005,0.8094877451787458,0.7991427661979871,0.7532006786981335,0.751694393099199,0.744916820702403,0.7532006786981335,0.751694393099199,0.744916820702403,0.0334027899999999,0.004905726666666733,0.0008962586666665333,0.0006932213333331667
openml__phoneme__9952,MLP,104910.0,0.206552541293246,0.29224663599551,0.2752766393300865,0.9673778575201233,0.9423974008583315,0.9444279802869154,0.9127718648773716,0.8853974121996302,0.8810844115834874,0.9127718648773716,0.8853974121996303,0.8810844115834874,20.047723588666457,0.06796191633338462,0.049218663000046264,0.048591527666776026
openml__phoneme__9952,NODE,118984.33333333333,0.21775628979338382,0.2999442617672318,0.29525482872167047,0.9770862987087662,0.9421614146004149,0.9430010866343969,0.9591238624093784,0.8903265557609364,0.8964879852125692,0.9591238624093784,0.8903265557609364,0.8964879852125692,264.7279785333333,0.5563506660000902,0.08714527933331806,0.08792285066658674
openml__phoneme__9952,RandomForest,132486.66666666666,0.12984603073417975,0.25935547849645585,0.25242236512390365,0.9967342996067284,0.9538454783935374,0.956422119046835,0.9734690729600494,0.8934072704867528,0.8940234134319162,0.9734690729600494,0.8934072704867528,0.8940234134319162,0.6929123313333321,0.1041513513333297,0.0641560943333322,0.06231896166666803
openml__phoneme__9952,SAINT,139570.0,0.20297037476276938,0.2847522962959044,0.28669933331576786,0.9676143989334633,0.9461896451425248,0.9443621236567993,0.9133117383927193,0.8878619839802834,0.8804682686383241,0.9133117383927195,0.8878619839802834,0.8804682686383241,118.00630520866737,0.24475260533290563,0.08227995133226307,0.0840991063317536
openml__phoneme__9952,STG,151016.66666666666,0.2320422919708415,0.30458518447264427,0.2906481798477843,0.9625343535946375,0.9359269869494112,0.9407509851054255,0.9015887706308807,0.869377695625385,0.8712261244608749,0.9015887706308807,0.8693776956253852,0.8712261244608749,61.15542322733351,0.016242541000186333,0.0025749076667124665,0.0027085746663336
openml__phoneme__9952,SVM,162698.0,0.2893766447251096,0.3278432430066171,0.30833256033677,0.9371129517958211,0.9179975194002656,0.9268140757570767,0.8762147154095326,0.8619839802834258,0.8687615526802217,0.8762147154095326,0.8619839802834256,0.8687615526802217,7.9912181406666605,1.5602739746666714,0.19854864933334204,0.19549373766666156
openml__phoneme__9952,TabNet,174515.33333333334,0.23859484419423152,0.27476847376111696,0.26401130675864876,0.9579773161260645,0.9447188470699288,0.947775692317824,0.8947246645071726,0.8773875539125077,0.8860135551447935,0.8947246645071726,0.8773875539125077,0.8860135551447935,107.48407929700018,0.43454945166680164,0.06381317299928917,0.06257325366580817
openml__phoneme__9952,VIME,202984.66666666666,0.30244947339033296,0.34939408097106295,0.33893339275551737,0.957482498689898,0.9331610084845293,0.9353562294884038,0.9011260219034397,0.8601355514479359,0.8662969808995687,0.9011260219034397,0.860135551447936,0.8662969808995687,30.20714524133291,0.07552495533339723,0.0496681246668231,0.0497255236665902
openml__phoneme__9952,XGBoost,217867.0,0.04760865687846407,0.24269320856714197,0.23670961941652266,0.9997277363572071,0.9585981318669257,0.9614574072244723,0.9962980101804719,0.9038817005545287,0.9069624152803449,0.9962980101804719,0.9038817005545287,0.9069624152803449,0.46119943599999996,0.024092518999997436,0.0035760933333304668,0.006098278999999634
openml__phoneme__9952,rtdl_FTTransformer,230662.66666666666,0.12043586358100263,0.27400719567719334,0.27730701072690245,0.9895342475469587,0.9567376820661421,0.9539936558112988,0.9534166281042727,0.8940234134319162,0.8909426987060999,0.9534166281042729,0.8940234134319162,0.8909426987060997,42.057291003333226,0.1199613946666128,0.0622176423332045,0.06086913100042083
openml__phoneme__9952,rtdl_MLP,245328.0,0.21062698651354794,0.28185863663434446,0.2739291366149352,0.9678106560013001,0.9439011272459853,0.9458548739394339,0.9096097485731914,0.8841651263093038,0.884781269254467,0.9096097485731914,0.8841651263093038,0.884781269254467,16.124634194666594,0.07996195366664924,0.0536814679999982,0.05298835566668453
openml__phoneme__9952,rtdl_ResNet,259976.66666666666,0.24511187647968413,0.28040001193632264,0.2835187641982344,0.95550439099366,0.9407180567903674,0.9409046505756966,0.8940305414160111,0.882316697473814,0.8817005545286506,0.8940305414160111,0.8823166974738138,0.8817005545286506,22.913795616000055,0.08936088033332601,0.056202854333340165,0.056287734999936334
openml__poker-hand__9890,CatBoost,11668.0,0.3462635507353098,0.3551286682298567,0.3551482303887708,0.915495879149887,0.8933176445647263,0.888596033858283,0.9173458275356187,0.9124691466424718,0.912023622533764,0.9094916724272507,0.9031808364337827,0.9028469335642685,17.11605385999989,3.8169662573333576,0.358178085333293,0.3544223776666513
openml__poker-hand__9890,KNN,60190.0,0.6170336977482581,1.5941621958978975,1.5883258773027222,0.9206888962894618,0.6266852775750793,0.6314264875931467,0.711692298561679,0.6249955284989089,0.6260849487647274,0.6899120149373151,0.6016361099855222,0.6024726208449175,2.8959074169999854,859.8119918833332,110.14656307699995,110.23405292100021
openml__poker-hand__9890,MLP,104967.66666666667,2.574068465613635,2.574239948663357,2.574599947751736,0.5482379247943144,0.537766719015552,0.5472737933673514,0.9233494348218979,0.9233731053030376,0.9233373332943092,0.8879331698145102,0.8879563660748658,0.8879212623586864,508.8238440486675,4.472422830667104,0.6228369273339922,0.6262148836661557
openml__poker-hand__9890,XGBoost,217962.0,0.2213721636106171,0.2639758491180948,0.26373758073963893,0.9777837511073241,0.8159788688030117,0.8081898212275272,0.9599739189218304,0.9390510011284442,0.939701401287142,0.9558868772183575,0.9289337958655809,0.9298096059561004,28.00729840866673,55.36428275700003,6.883941660666703,6.952402611333279
openml__poker-hand__9890,rtdl_MLP,245387.0,2.5997495616151,2.60031603202092,2.5998844397444447,0.5369944753426598,0.5377960993914097,0.5440313454841955,0.9236754482990186,0.9236755413768322,0.9236592813728647,0.8882493268687018,0.8882507437124646,0.8882352430658935,522.3202833213339,5.061132249332634,0.6917009153342709,0.6926348213334373
openml__pollen__3735,CatBoost,11746.666666666666,0.6862821178318517,0.6923574132432965,0.6948817271959133,0.6142109137070125,0.5369260938399539,0.5079924078871619,0.5737491877842755,0.5463203463203463,0.5073593073593073,0.5737491877842755,0.5463203463203463,0.5073593073593073,0.19006431666666815,0.0010795216666654999,0.0006359156666627,0.0005935816666694333
openml__pollen__3735,DANet,22887.666666666668,2.4832280995008134,2.2790058448669646,2.6662740271683454,0.5036875348318781,0.5460069444444445,0.48459538716177314,0.5070392029456356,0.5393939393939394,0.47965367965367967,0.5070392029456356,0.5393939393939394,0.47965367965367967,187.60961418666716,0.2940477303340382,0.04413137333328143,0.0429698799997216
openml__pollen__3735,DecisionTree,37865.333333333336,0.6232916227209585,1.9349038940159644,1.7889414887415243,0.6395490995783585,0.5334763601036269,0.5084961499712147,0.5908598657136669,0.5376623376623376,0.5004329004329003,0.5908598657136669,0.5376623376623376,0.5004329004329003,0.017964830000000365,0.0005928780000002001,0.00018096166666713335,0.00014475166666783333
openml__pollen__3735,KNN,60232.666666666664,0.6477045504473696,0.8008718476382062,0.7466353984615323,0.6519648697639595,0.5022038716177318,0.48929098301669544,0.6128438379900368,0.5160173160173159,0.4909090909090909,0.6128438379900368,0.5160173160173159,0.4909090909090909,0.001770336000001,0.14929238700000028,0.022269685333334604,0.018330327999998664
openml__pollen__3735,LightGBM,74955.66666666667,5.097743942976948,5.430280804538405,5.875104697140056,0.7412479804547424,0.5478824841681059,0.48681275187104195,0.6928741607104181,0.5541125541125541,0.4926406926406926,0.6928741607104181,0.5541125541125541,0.4926406926406926,0.1081312156666663,0.0031239340000001003,0.0003104973333289333,0.00034342333333190004
openml__pollen__3735,LinearModel,89844.0,0.6927930821385816,0.6935745957863372,0.693602086993841,0.5131748940266495,0.5011694012665515,0.4994242947610823,0.51288715616201,0.4883116883116883,0.4969696969696969,0.51288715616201,0.4883116883116883,0.4969696969696969,0.027173913333333095,0.0039171946666667,0.0006603386666665668,0.0004191146666665667
openml__pollen__3735,MLP,105020.0,0.6908334990665205,0.6922347175352502,0.6945851876106097,0.539566550701141,0.5276608376511226,0.4956192429476109,0.5244747671648257,0.541125541125541,0.4865800865800865,0.5244747671648257,0.541125541125541,0.4865800865800865,4.037002002666669,0.060320620333300164,0.045740404333344004,0.045893798999998105
openml__pollen__3735,NODE,119031.66666666667,0.6912801286243169,0.6924854787913236,0.6934366226712347,0.5308205123874825,0.5289516767415083,0.49448582325849166,0.5199263591076457,0.5238095238095237,0.5012987012987012,0.5199263591076457,0.5238095238095237,0.5012987012987012,67.84076920899982,0.5456870370004859,0.07590509399960864,0.0757257060007153
openml__pollen__3735,RandomForest,132578.0,0.631148425006266,0.6974622134951566,0.6983910078144343,0.7173560563840148,0.5227133707541739,0.5097510074841681,0.668724279835391,0.5281385281385281,0.5307359307359306,0.668724279835391,0.5281385281385281,0.5307359307359306,0.1338876336666672,0.0167367523333338,0.0123322473333349,0.012060898333335332
openml__pollen__3735,SAINT,139648.66666666666,0.6885800162434759,0.6892809188985205,0.6955768889162964,0.553167238050203,0.5525420984455959,0.49844379677605066,0.5375785141867013,0.5584415584415584,0.4961038961038961,0.5375785141867013,0.5584415584415584,0.4961038961038961,48.708012059999724,0.27067358333260927,0.0865580063321734,0.08716299800047027
openml__pollen__3735,STG,151113.0,0.6137898570377051,0.7542393740589097,0.7575539939847343,0.6978110803370882,0.513897884283247,0.4939191134139321,0.6390513320337882,0.5194805194805194,0.4952380952380952,0.6390513320337882,0.5194805194805194,0.4952380952380952,47.93990696633322,0.0128409869998904,0.0023016773335484335,0.002304943666899733
openml__pollen__3735,TabNet,174610.0,0.7062363610012895,0.6906112350362204,0.7085918783464216,0.5091818941786431,0.5660666738629822,0.5039669689119171,0.4996751137102014,0.5662337662337662,0.4978354978354978,0.4996751137102014,0.5662337662337662,0.4978354978354978,57.86329975100034,0.3978661916665563,0.06276343899996083,0.06289387933278094
openml__pollen__3735,VIME,203084.66666666666,0.6757571322737329,0.6891897118194795,0.6940434816595796,0.6673125693119192,0.541387809441566,0.517559009786989,0.6056963396144682,0.5402597402597402,0.5203463203463202,0.6056963396144682,0.5402597402597402,0.5203463203463202,43.82570068399991,0.0634907896668058,0.04518970866699113,0.04493683466671423
openml__pollen__3735,XGBoost,218040.33333333334,0.6263086022569105,0.6998368513274502,0.7050884444476205,0.7583014568872826,0.5096160765687968,0.5089099381116867,0.6937405241498809,0.5168831168831168,0.5116883116883116,0.6937405241498809,0.5168831168831168,0.5116883116883116,0.2522970993333366,0.0036850223333324,0.0020493316666675334,0.0006834290000009334
openml__pollen__3735,rtdl_FTTransformer,230749.33333333334,0.6878834807313776,0.6928559712259283,0.6977126188350447,0.54867089997129,0.550126835060449,0.49794905008635576,0.534004764998917,0.5506493506493506,0.5021645021645021,0.534004764998917,0.5506493506493506,0.5021645021645021,11.258435599666731,0.1111930720000297,0.058716029000000426,0.05804750533305494
openml__pollen__3735,rtdl_MLP,245436.33333333334,0.6900015722912629,0.6928500225791684,0.6956029497183763,0.5440642257612348,0.5288662204951066,0.4886568077144502,0.5243664717348928,0.5489177489177489,0.48484848484848486,0.5243664717348928,0.5489177489177489,0.48484848484848486,3.801547618999981,0.059630789999990406,0.04269706366666994,0.04152761533331759
openml__pollen__3735,rtdl_ResNet,260065.33333333334,0.7011980587575817,0.6963822707985386,0.7120548778153085,0.5240610873738312,0.5537025043177893,0.476459052964882,0.5160277236300628,0.5471861471861471,0.4822510822510822,0.5160277236300628,0.5471861471861471,0.4822510822510822,4.8040055736666245,0.07932698899999946,0.0550382356665674,0.054639464333225335
openml__postoperative-patient-data__146210,CatBoost,11829.333333333334,0.6351112907805855,0.5301452886883896,0.664813299682983,0.5609999999999999,0.6904761904761904,0.28571428571428575,0.6714285714285714,0.8518518518518517,0.6666666666666666,0.6714285714285714,0.8518518518518517,0.6666666666666666,0.111765029666668,0.0008504639999993334,0.0005577136666661667,0.0005473799999991667
openml__postoperative-patient-data__146210,DANet,22961.333333333332,1.0666187727712981,0.9022984450372556,0.8683051073285578,0.5815,0.42857142857142855,0.3333333333333333,0.7142857142857143,0.8148148148148149,0.7777777777777778,0.7142857142857143,0.8148148148148149,0.7777777777777778,6.152554308333318,0.02895399733329813,0.0282479843333186,0.0273506873332589
openml__postoperative-patient-data__146210,DecisionTree,37944.333333333336,0.31990431070063535,6.624245279214733,7.952787137809913,0.883,0.5,0.42857142857142855,0.8333333333333334,0.7407407407407408,0.6666666666666666,0.8333333333333334,0.7407407407407408,0.6666666666666666,0.0008856653333332,0.0003258499999999667,0.00019872333333316667,0.00018904066666666666
openml__postoperative-patient-data__146210,KNN,60312.666666666664,0.5845902685273411,0.6204668139156243,0.5726256826315962,0.6028333333333333,0.4404761904761904,0.4523809523809524,0.7000000000000001,0.7777777777777778,0.7777777777777778,0.7000000000000001,0.7777777777777778,0.7777777777777778,0.0005070596666665667,0.003882053333333333,0.0028963013333334667,0.002830263
openml__postoperative-patient-data__146210,LightGBM,75027.0,0.5792600667003879,0.562027385357649,0.5401748608228863,0.6468333333333334,0.4880952380952381,0.48809523809523814,0.7142857142857143,0.7777777777777778,0.7777777777777778,0.7142857142857143,0.7777777777777778,0.7777777777777778,0.0232558646666669,0.0003003603333331,0.0001449250000001,0.0001333010000002
openml__postoperative-patient-data__146210,LinearModel,89934.0,0.5542766004288159,0.6380358051301903,0.6270409867151648,0.6858333333333334,0.42857142857142855,0.2857142857142857,0.7285714285714285,0.7037037037037037,0.7777777777777778,0.7285714285714285,0.7037037037037037,0.7777777777777778,0.012219436666666734,0.00046305866666659993,0.00020381799999993335,0.00015116666666673334
openml__postoperative-patient-data__146210,MLP,105096.0,0.5917590124976068,0.5420882955745414,0.5476373069816166,0.5481666666666667,0.5476190476190476,0.35714285714285715,0.7142857142857143,0.7777777777777778,0.7777777777777778,0.7142857142857143,0.7777777777777778,0.7777777777777778,4.472027320666666,0.04321570500000083,0.042643402333333434,0.0424923563333331
openml__postoperative-patient-data__146210,NODE,119114.0,0.4722724128337133,0.5870208398059562,0.6377682321601443,0.9001666666666667,0.4523809523809524,0.42857142857142855,0.8190476190476191,0.7777777777777778,0.6296296296296297,0.8190476190476191,0.7777777777777778,0.6296296296296297,20.682684067666624,0.06701830200001163,0.056477678666666954,0.0514929763333403
openml__postoperative-patient-data__146210,RandomForest,132651.0,0.48168566048368816,0.6113473031669554,0.6378122033864627,0.8278333333333334,0.4761904761904762,0.32142857142857145,0.7619047619047619,0.8148148148148149,0.7407407407407408,0.7619047619047619,0.8148148148148149,0.7407407407407408,0.05312499366666767,0.009371433333333868,0.008460380333333434,0.008305942333333967
openml__postoperative-patient-data__146210,SAINT,139723.0,0.5861232041603043,0.5408409061255278,0.5406960243428195,0.7211666666666666,0.38095238095238093,0.4047619047619048,0.7142857142857143,0.7777777777777778,0.7777777777777778,0.7142857142857143,0.7777777777777778,0.7777777777777778,6.180909835999999,0.059187501999999136,0.05479157466666663,0.05443476733333336
openml__postoperative-patient-data__146210,STG,151194.0,0.593537563866093,0.5504578440277665,0.5487314617192304,0.5818333333333333,0.30952380952380953,0.35714285714285715,0.7142857142857143,0.7777777777777778,0.7777777777777778,0.7142857142857143,0.7777777777777778,0.7777777777777778,2.2954553669999997,0.0013597723333334333,0.0007930416666669333,0.0007833040000004334
openml__postoperative-patient-data__146210,SVM,162735.0,0.8386491802938402,0.5586185989599738,0.5846220476026424,0.1295,0.4761904761904762,0.3333333333333333,0.7142857142857143,0.7777777777777778,0.7777777777777778,0.7142857142857143,0.7777777777777778,0.7777777777777778,0.0025444999999999,0.0005453040000000333,0.00016337533333323333,0.00014757233333323333
openml__postoperative-patient-data__146210,TabNet,174693.33333333334,3.9907591798620836,0.02632045772447403,3.418920056884925,0.5436666666666666,1.0,0.5,0.5904761904761905,1.0,0.6296296296296297,0.5904761904761905,1.0,0.6296296296296297,3.34295998766666,0.017928087000001335,0.016576924666679798,0.016387554000014334
openml__postoperative-patient-data__146210,TabPFNModel,181821.0,0.5731981366163209,0.5375929386527449,0.5347957710425059,0.9751666666666666,0.35714285714285715,0.40476190476190466,0.7142857142857143,0.7777777777777778,0.7777777777777778,0.7142857142857143,0.7777777777777778,0.7777777777777778,0.0004878620000002,0.35271355333333315,0.09412776733333313,0.08514627100000044
openml__postoperative-patient-data__146210,VIME,203158.0,0.6816263749485924,0.6780224045117696,0.6777276551281964,0.4781666666666667,0.3333333333333333,0.7619047619047619,0.7142857142857143,0.7777777777777778,0.7777777777777778,0.7142857142857143,0.7777777777777778,0.7777777777777778,1.6185532419999926,0.04099183566667183,0.04170797966667367,0.04155441799999626
openml__postoperative-patient-data__146210,XGBoost,218121.66666666666,0.47806025344346254,0.6505907092381406,0.6474131367824696,0.8331666666666666,0.2857142857142857,0.4047619047619048,0.7714285714285714,0.7777777777777778,0.6666666666666666,0.7714285714285714,0.7777777777777778,0.6666666666666666,0.019248406666666367,0.0007293616666667,0.0030440813333341334,0.00034831633333349995
openml__postoperative-patient-data__146210,rtdl_FTTransformer,230833.33333333334,0.5723557984190327,0.5274706736758903,0.5700860481571268,0.7121666666666666,0.4047619047619048,0.3095238095238095,0.7333333333333334,0.8148148148148149,0.7777777777777778,0.7333333333333334,0.8148148148148149,0.7777777777777778,2.2858740733333396,0.0511288516666669,0.05068297533332233,0.0512848709999881
openml__postoperative-patient-data__146210,rtdl_MLP,245517.0,0.49696570533951134,0.4860604194260237,0.8154027742954592,0.7471666666666668,0.7142857142857143,0.4523809523809524,0.7666666666666666,0.8148148148148149,0.7407407407407408,0.7666666666666666,0.8148148148148149,0.7407407407407408,2.283682807666675,0.041384678333332765,0.0427248156666545,0.0431312070000018
openml__postoperative-patient-data__146210,rtdl_ResNet,260148.33333333334,0.5008378353734813,0.5522378240539519,0.9468045140558927,0.7631666666666667,0.7142857142857143,0.2380952380952381,0.780952380952381,0.8518518518518517,0.6666666666666666,0.780952380952381,0.8518518518518517,0.6666666666666666,1.7793482446666928,0.05223336233333,0.052247175666640965,0.05171466933336427
openml__primary-tumor__146032,CatBoost,11916.0,1.3591208987087438,3.0523056270163837,2.739252521867184,0.9397235828313345,0.740879905202822,0.7724661044973544,0.5731857318573185,0.46078431372549017,0.4705882352941176,0.5123869327199344,0.37722377840024895,0.3897529027559988,1.0736958153333187,0.0164309156666604,0.0037746356667108668,0.0021003256667123664
openml__primary-tumor__146032,DANet,23050.333333333332,0.9441477632852697,2.662206746535387,2.645243525547295,0.9594058325631042,0.7817322530864198,0.7798296851682268,0.6912669126691267,0.5490196078431372,0.4215686274509804,0.659250378466692,0.4885299487739845,0.3690242763772176,19.96316347500002,0.0388984456665468,0.0353155466666071,0.03582758366669473
openml__primary-tumor__146032,DecisionTree,38038.0,1.0613257063939814,10.598253727371238,12.586820664621754,0.9299841527489394,0.7079733658509699,0.6811758072174738,0.6113161131611317,0.4509803921568627,0.37254901960784315,0.574742139295891,0.4013252084459514,0.3338025808614043,0.011562754000000232,0.0028161246666675997,0.0015197569999988332,0.0021473646666629333
openml__primary-tumor__146032,KNN,60407.0,1.3451792789566717,9.490852618758845,8.888721465057921,0.9179568634124514,0.71321235670194,0.7126766053198345,0.5018450184501845,0.4411764705882352,0.41176470588235287,0.45105007662418695,0.3776131308138228,0.35049527057199686,0.0009230120000027999,0.039816453333328665,0.03491126099999994,0.038030403666671604
openml__primary-tumor__146032,LightGBM,75124.66666666667,1.2967021267936507,3.1490227565034936,2.80718597565371,0.9534207514008729,0.7842881944444445,0.7892626085334419,0.5928659286592866,0.49019607843137253,0.4411764705882352,0.5411300878452735,0.42464137170019517,0.3731014628073452,1.0612334200000024,0.024750137000013998,0.0055723816666611,0.0048506606666579
openml__primary-tumor__146032,LinearModel,90024.0,1.282323763496401,3.104882370301924,2.735012460666622,0.9353267429472144,0.7710131448412699,0.7728196331060914,0.5928659286592866,0.4411764705882352,0.5098039215686274,0.5497603266120445,0.3850864907366455,0.44078126356399894,0.028251691999999634,0.0016559376666666,0.0010418979999998,0.0010066866666667
openml__primary-tumor__146032,MLP,105203.0,4.933219888932213,5.506239412169539,5.629499177131657,0.6099415279764987,0.6261450066137567,0.6039349732058065,0.4784747847478475,0.4215686274509804,0.35294117647058815,0.36452238616432303,0.320358958398174,0.2581225419460713,9.740210345,0.04656032100005323,0.043385864666637,0.043341596666778004
openml__primary-tumor__146032,NODE,119182.0,2.4472097853452954,2.605951608396044,2.6047777989331418,0.9422304289568406,0.7149774029982363,0.7293921067358569,0.4428044280442804,0.34313725490196073,0.3333333333333333,0.32787076389507125,0.23820291557483206,0.22344289697230868,75.13550380100001,0.3117716043333398,0.13126687933332445,0.13095881966666426
openml__primary-tumor__146032,RandomForest,132748.0,1.1399541465281597,4.327234550636798,3.9918410674353404,0.9788056822748855,0.7515080742945326,0.7572860492131325,0.7023370233702337,0.49019607843137253,0.49019607843137253,0.6614325802804591,0.42039029929055505,0.41980204327761195,0.2524893400000065,0.07852109966666454,0.05631825266666927,0.05156105600000354
openml__primary-tumor__146032,SAINT,139786.0,1.3293679637953566,1.9265804515384577,1.9001828081284964,0.9055912426723016,0.7692811673280424,0.8022511680063763,0.5793357933579336,0.4705882352941176,0.5,0.5124785611547172,0.41480440817537884,0.42325104948943953,28.821347964333345,0.08630210566664687,0.07462418533330603,0.07805909900000783
openml__primary-tumor__146032,STG,151286.33333333334,1.581344648535841,1.989728839008831,2.076418452987484,0.8553489771538154,0.7802110890652557,0.7808480870980871,0.5252152521525216,0.46078431372549017,0.4215686274509804,0.46646312177127386,0.38516891605126896,0.3409242803979646,5.808743116666695,0.0025682853333061,0.0009824073333674999,0.0009231576666858
openml__primary-tumor__146032,SVM,162829.33333333334,1.4032714630574186,3.2330443196505385,2.832402120602236,0.8792088402162453,0.7393918099647266,0.7666670906254239,0.6789667896678967,0.4411764705882353,0.4313725490196078,0.6125133608168482,0.36290131437190265,0.3485467233145252,0.21550108899999998,0.03663488333333947,0.0068233099999967,0.006740377333334334
openml__primary-tumor__146032,TabNet,174788.0,9.630693659938052,9.110382077848447,11.626458731418774,0.731565732831794,0.7122333829365081,0.6304478170363587,0.3899138991389914,0.41176470588235287,0.31372549019607837,0.3495742912607099,0.35549060203791655,0.26456295968679866,13.725997710000001,0.05443049433324626,0.0172137713333692,0.017451302666586333
openml__primary-tumor__146032,VIME,203247.0,10.902550798730609,11.3159005680601,10.78354199961516,0.5122687331757179,0.5140335648148149,0.5142154431216931,0.2509225092250922,0.2352941176470588,0.2352941176470588,0.10066507744723459,0.0896358543417367,0.0896358543417367,3.653368245333334,0.04156429700000013,0.03974900833333266,0.039056192333332435
openml__primary-tumor__146032,XGBoost,218214.33333333334,1.0632549355787122,1.9024851362348774,1.8836869924676185,0.9702577767915864,0.7951760912698412,0.7722822653812237,0.6851168511685116,0.5,0.4411764705882353,0.6513118630163586,0.4484897999603881,0.40208810797046085,0.8304802196666591,0.006057709666672867,0.0036705516666775337,0.002403087666673733
openml__primary-tumor__146032,rtdl_FTTransformer,230930.33333333334,3.7729300056572153,3.9782232860212816,4.412764888334398,0.6041196726549958,0.6340794477513227,0.6172918998439832,0.4883148831488315,0.4803921568627451,0.37254901960784315,0.37563965722938325,0.3668082788671024,0.266833067134124,9.829865704333278,0.061734127666682036,0.0511696466666459,0.050430560333325
openml__primary-tumor__146032,rtdl_MLP,245605.33333333334,5.842379273362156,6.467101845754182,6.324627494289596,0.5454452462308373,0.5520378637566138,0.5391524322513906,0.30381303813038124,0.284313725490196,0.24509803921568626,0.15161840220451808,0.13280266284830178,0.11036351477527946,5.3263102670000135,0.0548385503333251,0.05212412699998417,0.05133770066668097
openml__primary-tumor__146032,rtdl_ResNet,260243.0,2.181787882111101,2.7888201657584415,3.0862753009085586,0.7696403418980845,0.7312851355820106,0.7436417315323566,0.6248462484624846,0.5686274509803922,0.46078431372549017,0.5425171175645224,0.4736779560308972,0.38836756924992216,4.957724217666661,0.0480701620000066,0.046572980999978066,0.04622241166665236
openml__profb__3561,CatBoost,12010.0,0.43866855924669323,0.4857453751268311,0.55165736754467,0.8758794401518664,0.8143024447372272,0.7442394964134094,0.817511121815414,0.8069212759730758,0.7192712906057945,0.817511121815414,0.8069212759730758,0.7192712906057945,0.6327861213333309,0.0020043096666579334,0.0008244256666666334,0.0007749976666723333
openml__profb__3561,DANet,23148.666666666668,0.8189389329424334,0.8088012732132747,0.8292700467752082,0.7157677137632245,0.68300395256917,0.6258820084907042,0.7194017262513693,0.7524143985952589,0.659862452443664,0.7194017262513693,0.7524143985952589,0.659862452443664,41.4127276966664,0.05128813900004533,0.0373788309998796,0.037269235666599294
openml__profb__3561,DecisionTree,38135.0,0.4732033224911703,1.7139310305424587,3.061709047591916,0.7792163611105168,0.6619748206704729,0.604450300102474,0.7367244946995619,0.6979806848112379,0.6796897863623061,0.7367244946995619,0.6979806848112379,0.6796897863623061,0.0012307150000002668,0.0003382723333333333,0.00013375999999986666,0.00012552166666656667
openml__profb__3561,KNN,60500.333333333336,0.5679491882763142,0.78017112655565,1.2958853269489576,0.7111747218045625,0.603249890206412,0.5616308007612355,0.7075962199896795,0.6881035996488148,0.6649839040093649,0.7075962199896795,0.6881035996488148,0.6649839040093649,0.0006330649999996666,0.014013618999999934,0.004325518333333234,0.004216561666667067
openml__profb__3561,LightGBM,75219.33333333333,0.41411822189001296,0.5392963348758947,0.5891225095714294,0.8916336308752767,0.7677499634021373,0.7292050944224857,0.8168349477440251,0.7720222417325139,0.7241000877963125,0.8168349477440251,0.7720222417325139,0.7241000877963125,0.0262368833333326,0.0033574513333339,0.0002125663333328,0.00017844433333216668
openml__profb__3561,LinearModel,90114.0,0.5934295743239738,0.608113474666165,0.6038942655709105,0.6739324617284791,0.6383545600936905,0.6469184599619382,0.6778448880392952,0.6880304360550191,0.6749341527655838,0.6778448880392952,0.6880304360550191,0.6749341527655838,0.012217984333333466,0.0008411449999999667,0.00032765566666666663,0.0002931590000000333
openml__profb__3561,MLP,105287.33333333333,0.5752538948229643,0.5935683944127649,0.6064307121039396,0.7086105774043174,0.660898843507539,0.658937198067633,0.698317551719296,0.71780801872988,0.6797629499561019,0.698317551719296,0.7178080187298801,0.6797629499561019,5.176474879000011,0.043922932999976134,0.040838380999995566,0.04030199200000573
openml__profb__3561,NODE,119232.66666666667,0.5738683801602775,0.6062266272578561,0.6099435482692014,0.729052619431125,0.6569462743375787,0.6592007026789636,0.7287381652101685,0.7077846063798653,0.6599356160374598,0.7287381652101685,0.7077846063798655,0.6599356160374598,46.780657139333265,0.15032555266676909,0.038596724333148764,0.037697370000266496
openml__profb__3561,RandomForest,132842.33333333334,0.44181223881118153,0.605552086316486,0.618279092723308,0.8814259531811114,0.65508710291319,0.6226906748645878,0.8123823555617412,0.7227831431079895,0.6747878255779924,0.8123823555617412,0.7227831431079895,0.6747878255779924,0.055187382000001166,0.012126168666667533,0.008142763000000034,0.007975247333333968
openml__profb__3561,SAINT,139827.0,0.4796524236105926,0.5632023303659144,0.6686694629128968,0.8090101694636124,0.6732542819499342,0.5877470355731225,0.7683529542722033,0.7529265437518292,0.6650570676031607,0.7683529542722033,0.7529265437518292,0.6650570676031607,23.38170794733337,0.11025923133322135,0.07111619800016906,0.0709986679999019
openml__profb__3561,STG,151378.0,0.6239807337275898,0.6295721405647741,0.6281949634248658,0.6606242673910714,0.6269653052261748,0.6752744839701362,0.671026065459567,0.6979806848112379,0.6450834064969272,0.671026065459567,0.6979806848112379,0.6450834064969272,9.560931905666658,0.0035517759999189337,0.0010977113333107,0.0010659099999656334
openml__profb__3561,SVM,162899.33333333334,0.5956637396113871,0.6083808821346058,0.6107018752844869,0.7064875231449905,0.6722441809398331,0.6633143024447371,0.6877569803299481,0.6831284752707053,0.6896400351185251,0.6877569803299481,0.6831284752707053,0.6896400351185251,0.06942723000000003,0.013522126000000032,0.0020837086666666,0.0018610540000000332
openml__profb__3561,TabNet,174878.66666666666,2.9605224222866386,2.2888240355654084,3.3762477303549034,0.6073896871534615,0.6885082711169668,0.5127140974967062,0.6306713690173047,0.7327333918642084,0.5662862159789289,0.6306713690173047,0.7327333918642084,0.5662862159789289,19.205648984333344,0.07642013900006829,0.0149487276668575,0.015000133333160167
openml__profb__3561,TabPFNModel,181911.0,0.5255233900282018,0.6123886275551351,0.6113798422163818,0.7965228442288032,0.6500365978626849,0.6442980529937051,0.7374469059863605,0.6831284752707053,0.6699590283874745,0.7374469059863605,0.6831284752707053,0.6699590283874745,0.0006039246666669334,1.0384535153333336,0.5635308370000001,0.5529089780000002
openml__profb__3561,VIME,203341.33333333334,0.5734302868799172,0.6055435840381684,0.6160788803078171,0.7729482816589434,0.6475040257648953,0.6353535353535354,0.6952092742864977,0.69315188762072,0.6895668715247293,0.6952092742864977,0.69315188762072,0.6895668715247293,7.681687471666653,0.04373315033330977,0.03945433633331653,0.0397833123333839
openml__profb__3561,XGBoost,218299.0,0.2141650274365999,0.652866272815301,0.6786105823666144,0.9901413062199241,0.6924315619967794,0.6502708241838677,0.952238213582734,0.7227099795141938,0.6303775241439858,0.952238213582734,0.7227099795141938,0.6303775241439858,0.13021650166666657,0.0023896903333317666,0.0005807800000007667,0.0005159133333342667
openml__profb__3561,rtdl_FTTransformer,231024.66666666666,0.47295145640609065,0.5763343864747149,0.6129329002819103,0.8458706023803796,0.7314302444737227,0.6870150783194262,0.7764987935444788,0.7624378109452735,0.7091015510681885,0.7764987935444788,0.7624378109452735,0.7091015510681885,8.140160210999975,0.06887068666666467,0.0553672519999679,0.05309115633337663
openml__profb__3561,rtdl_MLP,245703.66666666666,0.4710636356356151,0.5363499506538582,0.6215018868483281,0.8427322625922367,0.7691114038940126,0.6839262187088274,0.7740413587328393,0.7475856014047411,0.6699590283874745,0.7740413587328393,0.7475856014047411,0.6699590283874745,4.627311752666661,0.053896070333337265,0.04881639966665333,0.04911122666666277
openml__profb__3561,rtdl_ResNet,260329.33333333334,0.48688893832704117,0.5718278327525067,0.6428916984369102,0.8210892455298411,0.7179475918606354,0.6726101595666814,0.7528820465731542,0.7328065554580041,0.6945419959028388,0.7528820465731542,0.7328065554580041,0.6945419959028388,5.290333078000003,0.0497290899999711,0.04556816500003904,0.045495997333394635
openml__qsar-biodeg__9957,CatBoost,12105.0,0.16766237840386555,0.297604158782463,0.32845072789234886,0.9894523671546273,0.9310846560846561,0.9271164021164021,0.9588770264926848,0.8930817610062894,0.8647798742138365,0.9588770264926848,0.8930817610062894,0.8647798742138365,1.0460129880000106,0.010110426666642433,0.004692559333326033,0.003558390666645
openml__qsar-biodeg__9957,DANet,23237.0,0.2353532405092094,0.35233598853567805,0.3785579105521348,0.969599049274778,0.9287037037037037,0.9404761904761904,0.907868722815342,0.9119496855345912,0.8679245283018867,0.907868722815342,0.9119496855345912,0.8679245283018867,73.00183018000007,0.09471626033337084,0.05137247433322036,0.051307174666665796
openml__qsar-biodeg__9957,DecisionTree,38221.666666666664,0.08153987631426736,3.6738638997919524,4.2409524653157815,0.9923330981716177,0.8371693121693121,0.822420634920635,0.9735073151443259,0.8710691823899372,0.839622641509434,0.9735073151443259,0.8710691823899372,0.839622641509434,0.0329250739999998,0.0026978930000005337,0.0005059846666668,0.00037806500000010004
openml__qsar-biodeg__9957,KNN,60594.333333333336,0.3662708913801109,0.943688089707642,0.7371096469355075,0.9066449981942939,0.8535714285714286,0.8632936507936507,0.8248319493871096,0.8207547169811321,0.789308176100629,0.8248319493871096,0.8207547169811321,0.789308176100629,0.006222328666666433,0.10419757866666633,0.025787364333333767,0.019791093666666332
openml__qsar-biodeg__9957,LightGBM,75304.0,0.137043865946096,0.3396797706037081,0.4019133129134001,0.991828130380374,0.9186507936507936,0.9072089947089946,0.9671807038355081,0.8867924528301887,0.8301886792452832,0.9671807038355081,0.8867924528301887,0.8301886792452832,0.5372596469999991,0.0071985146666667,0.0011435403333343666,0.0010835953333341
openml__qsar-biodeg__9957,LinearModel,90204.0,0.2966216764564174,0.3274466684984653,0.3009890632136761,0.939007029655572,0.9218253968253968,0.934920634920635,0.8762356662712535,0.8647798742138365,0.8616352201257862,0.8762356662712535,0.8647798742138365,0.8616352201257862,0.0456181156666667,0.007268712666666633,0.0005767819999998,0.0003326033333334
openml__qsar-biodeg__9957,MLP,105373.33333333333,0.2713170158588241,0.2922687927125211,0.3187762849253795,0.947938975534783,0.9371693121693121,0.9294973544973546,0.8865164096480821,0.8962264150943396,0.8679245283018867,0.8865164096480821,0.8962264150943396,0.8679245283018869,9.04982530799998,0.0492922866666655,0.04568596800004337,0.046401910000023805
openml__qsar-biodeg__9957,NODE,119321.33333333333,0.3651860426152445,0.39621422847486887,0.3810199822925921,0.9401408450704225,0.9298941798941799,0.9324074074074074,0.8971925662317122,0.8773584905660378,0.889937106918239,0.8971925662317122,0.8773584905660378,0.889937106918239,144.23083257966667,0.24552108166793588,0.0456923459996308,0.04541510300012416
openml__qsar-biodeg__9957,RandomForest,132936.66666666666,0.12357853729513028,0.42117779212245693,0.39025789624943225,0.9980914107183351,0.9223544973544974,0.8958333333333334,0.9786476868327402,0.880503144654088,0.8238993710691824,0.9786476868327402,0.880503144654088,0.8238993710691824,0.10139624666666687,0.026473205666667537,0.0184683669999999,0.023410642333332732
openml__qsar-biodeg__9957,SAINT,139883.0,0.26966756594884445,0.26213695546436416,0.2913422274306993,0.950330486196847,0.9458994708994709,0.9404761904761906,0.8904705417160933,0.8930817610062892,0.8805031446540882,0.8904705417160933,0.8930817610062894,0.8805031446540882,211.92030927466666,0.1427386656666461,0.08259075100001684,0.08251205066668864
openml__qsar-biodeg__9957,STG,151477.66666666666,0.21383592503482474,0.3344974946651649,0.3371170665325638,0.9705040019484829,0.9238095238095237,0.9271164021164021,0.9153815737445631,0.8742138364779874,0.8679245283018867,0.9153815737445631,0.8742138364779874,0.8679245283018867,13.188256050666723,0.0047831649998594334,0.0012026676667270333,0.0011883170001662
openml__qsar-biodeg__9957,SVM,162958.66666666666,0.2778778864890386,0.3396361242637303,0.3622614221745932,0.9521834345368574,0.9197089947089947,0.9157407407407407,0.8979833926453143,0.8710691823899371,0.839622641509434,0.8979833926453143,0.8710691823899371,0.839622641509434,0.8150724830000134,0.08923996166669207,0.0126915030000039,0.0125350740000082
openml__qsar-biodeg__9957,TabNet,174969.66666666666,0.3411598774831413,0.28210357354237026,0.4067056622040712,0.9376831951758252,0.9453703703703703,0.9076719576719577,0.8841439304072756,0.9150943396226415,0.8679245283018867,0.8841439304072756,0.9150943396226415,0.8679245283018867,33.686707143,0.17042840900012377,0.023755131666500003,0.0233536373331541
openml__qsar-biodeg__9957,TabPFNModel,182001.0,0.05410727630406804,0.3228068547148197,0.2868066715916155,0.9997795358915568,0.9304232804232804,0.9462962962962962,0.99644128113879,0.8773584905660378,0.8805031446540882,0.99644128113879,0.8773584905660378,0.8805031446540882,0.00047206833333296666,1.8425264683333333,1.0665679363333336,1.0771246283333344
openml__qsar-biodeg__9957,VIME,203437.0,0.33636391252929626,0.3546280642010787,0.39254771857141696,0.9414090386085147,0.9304232804232804,0.9034391534391535,0.870699881376038,0.8773584905660378,0.8333333333333334,0.8706998813760379,0.8773584905660378,0.8333333333333334,16.78602655599987,0.054615884667024696,0.04873094900009767,0.05004845199982803
openml__qsar-biodeg__9957,XGBoost,218404.0,0.1356267442534409,0.33867272179701535,0.3407802977488463,0.9929661451115758,0.9182539682539682,0.9257936507936507,0.9679715302491103,0.8867924528301887,0.8742138364779874,0.9679715302491103,0.8867924528301887,0.8742138364779874,0.22097377566666584,0.0038132263333298666,0.0007729696666664666,0.0027130903333324337
openml__qsar-biodeg__9957,rtdl_FTTransformer,231108.33333333334,0.27112543436055264,0.2805793593453138,0.29018349265943294,0.9525246289904002,0.9412698412698411,0.9437830687830687,0.8896797153024911,0.9088050314465409,0.8867924528301887,0.8896797153024911,0.9088050314465409,0.8867924528301887,9.040282155999966,0.09054973833334752,0.05846318733336864,0.0571255973334056
openml__qsar-biodeg__9957,rtdl_MLP,245791.66666666666,0.22691736235975232,0.2984139253193508,0.3625551276750402,0.9640265564766056,0.9355820105820106,0.9297619047619049,0.9007512850929222,0.9025157232704403,0.8805031446540882,0.9007512850929222,0.9025157232704403,0.8805031446540882,4.223130098333324,0.04584490133330133,0.04147361033333627,0.041434286000007065
openml__qsar-biodeg__9957,rtdl_ResNet,260417.33333333334,0.20612248921178344,0.29282704592364645,0.3174440640630002,0.9686856979683709,0.9316137566137567,0.9285714285714285,0.9169632265717675,0.9056603773584907,0.8616352201257862,0.9169632265717675,0.9056603773584907,0.8616352201257862,3.8668371146667053,0.0562466873333325,0.05129073933337,0.0511375510000024
openml__rabe_266__3647,CatBoost,12180.333333333334,0.0505170391896665,0.09283475054224423,0.11385387442065915,0.9994210450137501,1.0,0.9904761904761905,0.9930555555555555,0.9722222222222222,0.9722222222222222,0.9930555555555555,0.9722222222222222,0.9722222222222222,0.0840679933333333,0.0006014433333329,0.0005400840000009667,0.0004991500000001
openml__rabe_266__3647,DANet,23316.333333333332,0.14205524110279594,0.05755401894173313,0.23196625483256503,0.9927604196165053,1.0,0.9904761904761905,0.9513888888888888,1.0,0.9444444444444443,0.9513888888888888,1.0,0.9444444444444443,8.38345940333336,0.03251765666666387,0.030091345999984698,0.02973323933333673
openml__rabe_266__3647,DecisionTree,38305.666666666664,9.992007221626413e-16,1.918820910828372,9.992007221626413e-16,1.0,0.938888888888889,1.0,1.0,0.9444444444444443,1.0,1.0,0.9444444444444443,1.0,0.0005006323333332,0.00015137999999996666,0.00010442566666659102,9.266966666667116e-05
openml__rabe_266__3647,KNN,60678.666666666664,0.08552069061490954,0.1303003147296668,0.14946836865037127,0.996451540838352,1.0,0.9857142857142858,0.9756944444444443,0.9722222222222222,0.9444444444444443,0.9756944444444443,0.9722222222222222,0.9444444444444443,0.00042019833333336665,0.003991968666666634,0.0030110566666666,0.0029379389999998336
openml__rabe_266__3647,LightGBM,75388.33333333333,0.3210294740628185,0.34188795188964144,0.5124441429199533,0.9727167462729772,0.9858465608465609,0.9523809523809524,0.9270833333333334,0.9444444444444443,0.9444444444444443,0.9270833333333334,0.9444444444444443,0.9444444444444443,0.014897106333333599,0.0016303309999999998,0.0001726249999996,0.00012906466666603333
openml__rabe_266__3647,LinearModel,90294.0,0.09654239969086927,0.09514703254977219,0.1446504794972191,0.9943525458286923,0.9904761904761905,0.980952380952381,0.9548611111111112,0.9722222222222222,0.888888888888889,0.9548611111111112,0.9722222222222222,0.888888888888889,0.012322086666666865,0.0004951013333331333,0.0002514486666666,0.00016602666666673335
openml__rabe_266__3647,MLP,105458.0,0.15164686925118812,0.18284346245895478,0.14331149218206715,0.9927587205094804,1.0,0.9904761904761905,0.9340277777777777,0.9166666666666666,0.9444444444444443,0.9340277777777777,0.9166666666666666,0.9444444444444443,3.128423834000003,0.04286026466665754,0.04281227166666803,0.042669638666685196
openml__rabe_266__3647,NODE,119401.66666666667,0.36398293315950364,0.3707743204302258,0.38413555920124054,0.998407873787813,1.0,1.0,0.9791666666666666,1.0,0.9722222222222222,0.9791666666666666,1.0,0.9722222222222222,4.491109686999963,0.014131154666648799,0.012045460333361268,0.012025674999993135
openml__rabe_266__3647,RandomForest,133008.33333333334,0.03288886872929544,0.09766075925643684,0.10842359752681226,1.0,1.0,1.0,1.0,1.0,0.9722222222222222,1.0,1.0,0.9722222222222222,0.0715273286666666,0.012446817666666667,0.010492897666666732,0.010438804666666301
openml__rabe_266__3647,SAINT,139917.33333333334,0.254182574714327,0.23997478404392794,0.2206582864746451,0.9889932476228234,0.888888888888889,1.0,0.9166666666666666,0.9166666666666666,0.9166666666666666,0.9166666666666666,0.9166666666666666,0.9166666666666666,15.539435726333283,0.06511949699999653,0.06328953333336303,0.060205915333331896
openml__rabe_266__3647,STG,151561.33333333334,0.11541877538264893,0.20593344039581196,0.09763994367030031,0.9797365754812564,0.9722222222222223,1.0,0.9548611111111112,0.9722222222222222,0.9722222222222222,0.9548611111111112,0.9722222222222222,0.9722222222222222,2.5656833926666547,0.0015651566666854664,0.0008426510000033334,0.0007629393333517333
openml__rabe_266__3647,SVM,163041.33333333334,0.07651509793219109,0.09028518658984717,0.15825909783652778,0.99782665332553,1.0,0.980952380952381,0.9861111111111112,1.0,0.9166666666666666,0.9861111111111112,1.0,0.9166666666666666,0.0015835963333331669,0.00039419566666649996,0.00014831533333313333,0.00014171500000006667
openml__rabe_266__3647,TabNet,175058.0,5.642517599918814,5.422895306139708e-06,3.538920942280029,0.8349712725053018,1.0,0.9238095238095237,0.8055555555555557,1.0,0.8611111111111112,0.8055555555555555,1.0,0.8611111111111112,3.948761808333321,0.02566253366669,0.022834703666679432,0.022177318999979396
openml__rabe_266__3647,TabPFNModel,182091.0,0.0061656826802555,0.05400141516616303,0.07371853902264366,1.0,0.9904761904761905,0.9904761904761905,1.0,0.9722222222222222,0.9722222222222222,1.0,0.9722222222222222,0.9722222222222222,0.0004596803333332333,0.25503691433333425,0.043584343333333,0.043080383333333395
openml__rabe_266__3647,VIME,203528.33333333334,0.6668631221271223,0.6704665306541656,0.6632558421956168,0.8621956867853525,0.8962962962962964,0.8571428571428572,0.8263888888888888,0.8333333333333334,0.75,0.8263888888888888,0.8333333333333334,0.75,1.3925333696666584,0.042376220666660865,0.041988860000003535,0.04254275466666963
openml__rabe_266__3647,XGBoost,218484.33333333334,0.21394995277579354,0.29781822495472926,0.27083637071256,0.9967433782023448,0.9812169312169313,0.9904761904761905,0.9791666666666666,0.9444444444444443,0.8888888888888888,0.9791666666666666,0.9444444444444443,0.8888888888888888,0.020656943666666934,0.0007437576666665001,0.00038057900000060003,0.00033581566666693335
openml__rabe_266__3647,rtdl_FTTransformer,231189.66666666666,0.015339782965990334,0.018204010544448233,0.14843620130947477,1.0,1.0,0.9904761904761905,0.9930555555555555,1.0,0.9166666666666666,0.9930555555555555,1.0,0.9166666666666666,4.948950771333334,0.04803141633335343,0.04807415566667627,0.04645321166667607
openml__rabe_266__3647,rtdl_MLP,245881.66666666666,0.17567152130139438,0.22224342581688453,0.15768988438184686,0.9861028148539711,0.9907407407407408,0.9904761904761905,0.8993055555555555,0.9166666666666666,0.9166666666666666,0.8993055555555555,0.9166666666666666,0.9166666666666666,1.8272023996666704,0.040398522333336566,0.04127757200000373,0.040776183666666264
openml__rabe_266__3647,rtdl_ResNet,260501.66666666666,0.14080269738153417,0.12692924250829188,0.2652272079228876,0.9991310011516169,1.0,0.980952380952381,0.9722222222222222,1.0,0.9444444444444443,0.9722222222222222,1.0,0.9444444444444443,5.168652857333307,0.04230738333333403,0.0404792223333257,0.040616592666680135
openml__riccardo__168338,DecisionTree,38412.666666666664,0.14034715134461043,1.8113575413264886,1.7976338687993874,0.9651221145833332,0.8512722222222222,0.8497695555555556,0.9592708333333334,0.8878333333333334,0.8849999999999999,0.9592708333333334,0.8878333333333334,0.8849999999999999,134.35047918233326,0.42127365066683825,0.052085303999698795,0.052426838000277066
openml__riccardo__168338,LightGBM,75448.0,0.0010400116120421333,0.019910904769902232,0.019899723881581264,1.0,0.9998395555555556,0.9997533333333334,1.0,0.9933333333333333,0.9953333333333333,1.0,0.9933333333333335,0.9953333333333333,961.6399691233333,1.6455920159999096,0.18644573399986555,0.1855347210000672
openml__riccardo__168338,LinearModel,90378.0,0.013140038408404034,0.060583970335330396,0.062435777310755704,0.9997363263888889,0.9950519999999999,0.9944666666666667,0.9963541666666668,0.9865,0.9876666666666667,0.9963541666666668,0.9865,0.9876666666666667,3.604678537333335,0.33852392300000034,0.05710722300000146,0.06800259966666873
openml__riccardo__168338,MLP,105558.33333333333,0.0163820781353063,0.029221705371269696,0.034645751412967433,0.9994835138888889,0.9969137777777779,0.9967342222222221,0.9962916666666667,0.9954999999999999,0.9921666666666668,0.9962916666666667,0.9954999999999999,0.9921666666666668,44.378303371333345,0.7770235956665678,0.1339716649998384,0.13425375366671227
openml__riccardo__168338,RandomForest,133116.66666666666,0.17391136636684498,0.2449352788914186,0.24498257285808756,0.9999411180555556,0.9931337777777777,0.9929382222222222,0.9734791666666666,0.9263333333333333,0.9283333333333333,0.9734791666666666,0.9263333333333333,0.9283333333333333,44.35617868966657,1.1113359883332048,0.1796213203334673,0.2477477900000622
openml__riccardo__168338,STG,151634.33333333334,0.017546810966409566,0.036181175280944396,0.040090508617223,0.9994707847222223,0.9969208888888889,0.9959777777777777,0.9962916666666667,0.9926666666666667,0.992,0.9962916666666667,0.9926666666666667,0.992,256.58528162533366,0.5957005846660953,0.046417400334272864,0.04443182999966663
openml__riccardo__168338,TabNet,175120.0,0.017446049115508167,0.028720899083724268,0.03766652379067843,0.9988212569444445,0.9972704444444446,0.9957068888888889,0.9964583333333333,0.9940000000000001,0.991,0.9964583333333333,0.9940000000000001,0.991,552.5989513909989,3.501840386998159,0.40094927133225156,0.3970434653328236
openml__riccardo__168338,XGBoost,218573.66666666666,0.0023071133946742334,0.015775203587069433,0.016987380989875234,1.0,0.9997777777777778,0.9996111111111111,1.0,0.9973333333333333,0.9976666666666668,1.0,0.9973333333333333,0.9976666666666668,20.490876268000193,3.5203593976666525,0.35756095866690885,0.3705129833335074
openml__riccardo__168338,rtdl_MLP,245973.0,0.0157289729760355,0.030790936212170602,0.0386474473518315,0.9994470624999999,0.9966457777777779,0.9959937777777776,0.9963541666666668,0.9956666666666667,0.9951666666666666,0.9963541666666668,0.9956666666666667,0.9951666666666669,46.67007832733361,0.777663352999601,0.14344160233304135,0.15068546766633514
openml__riccardo__168338,rtdl_ResNet,260597.66666666666,0.016314812478117665,0.031350783429053966,0.0351408160508991,0.9994450104166667,0.9966831111111111,0.9963924444444444,0.9963958333333333,0.9955000000000002,0.9936666666666666,0.9963958333333333,0.9955000000000002,0.9936666666666666,40.282714473667205,0.8340699546667262,0.15391077533270922,0.15368318133308392
openml__robert__168332,DANet,23377.0,1.113937633329207,1.6573680176714938,1.6772558927978,0.9325836998859302,0.8525567343726149,0.8496988693849827,0.6022083333333333,0.437,0.4406666666666667,0.5942136401906225,0.4249689867000325,0.4318830377030953,334.130781617,1.6660797910000535,0.17694758300003358,0.17773943733330566
openml__robert__168332,DecisionTree,38491.0,1.6970159261842863,4.128801140605641,4.03342328589068,0.8072636555913529,0.6978268323381099,0.6921881954049676,0.40825,0.28633333333333333,0.27266666666666667,0.4056040531534335,0.28230296556907486,0.2675883437255156,91.89912909099974,0.3942714270001677,0.03945891333321087,0.03933579366656653
openml__robert__168332,LinearModel,90456.0,1.1729245386784033,2.0849710505878263,2.0421886485802276,0.9212277285866571,0.7948862599461082,0.8025505464659553,0.6072083333333333,0.36033333333333334,0.37266666666666665,0.606026862795408,0.3582120893697487,0.37072241035925124,2.7089426236666667,0.8184901703333338,0.22205093433333303,0.1744101353333332
openml__robert__168332,MLP,105641.0,29.50913060955035,29.510936273021617,29.50613200026622,0.5134488891697123,0.5208357299480569,0.514379310556826,0.11633333333333333,0.11866666666666666,0.11733333333333333,0.02867746190177517,0.029517109674493797,0.028956323799473965,19.97715220900015,0.6931354640000791,0.13911393899979882,0.1405138779999409
openml__robert__168332,RandomForest,133207.0,1.2195211336161051,1.8059429025362037,1.8132593543300997,0.9614310649810137,0.8193624557935436,0.8166312477844541,0.8147500000000001,0.4203333333333334,0.4026666666666667,0.8130243377180499,0.4141767373253528,0.3933963361167891,49.638791843333365,1.23346683333322,0.17689532099984714,0.12368732933327915
openml__robert__168332,STG,151697.0,1.946874488413334,1.9584882450898489,1.9634103726545968,0.7579426877122684,0.7520829789389533,0.7507930255546323,0.2833333333333334,0.2836666666666667,0.27899999999999997,0.262743784491971,0.26547443132185683,0.25717521516666,155.721125582,0.503689191666505,0.07895566700002137,0.07950573499995996
openml__robert__168332,TabNet,175160.0,1.4369557057791387,1.7750961236382523,1.7916104726977646,0.8758792423243378,0.8088198626609868,0.8079644008648529,0.479875,0.36933333333333335,0.36433333333333334,0.47006761971717537,0.36109642894573496,0.3544981893089039,122.30362120733298,1.8073094333327997,0.20360809900012097,0.20311536499987895
openml__robert__168332,VIME,203578.0,31.05611644426982,31.05035998153687,31.06187290700277,0.5,0.5,0.5,0.10083333333333333,0.10099999999999999,0.10066666666666667,0.018480854220220933,0.018542393537522767,0.0184222107932991,598.7323012213334,0.8285426636660608,0.1346777013338093,0.13639040733445043
openml__robert__168332,XGBoost,218644.66666666666,0.007147888875641567,1.4836181157313597,1.4682802086644806,1.0,0.87513359701549,0.8780800440889873,1.0,0.49766666666666665,0.5026666666666667,1.0,0.4963636633593149,0.500702780379638,469.90913455166657,4.356219275000815,0.4517267049999039,0.44804531066711206
openml__robert__168332,rtdl_MLP,246058.66666666666,30.949621883710225,30.923717801411943,30.935230726877847,0.5,0.5,0.5,0.10391666666666666,0.10466666666666667,0.10433333333333333,0.019564513308213367,0.01983456838699803,0.019714385642774366,19.5942319763332,0.6962130490002588,0.13410885833324446,0.13711859399988188
openml__robert__168332,rtdl_ResNet,260698.66666666666,2.1433919630492047,5.025834413883019,5.060282238573916,0.9436003267183569,0.8230454323060209,0.823858275163397,0.848,0.434,0.423,0.8478984772985343,0.4326430056754907,0.42166216768170056,36.714790814666536,0.6509368359999522,0.1216461850000693,0.12479369800015165
openml__satimage__2074,CatBoost,12288.0,0.13473913301596388,0.23470569575357988,0.23782331730683817,0.9976935669970078,0.9894208226641346,0.9897349400163952,0.9627397615344738,0.9165370658372214,0.9061689994815968,0.9620937785075366,0.9147454002825732,0.9039465737986466,1.8057296733333412,0.0418308420000054,0.013485398333386868,0.010862370333332599
openml__satimage__2074,DANet,23402.333333333332,0.13315594720629934,0.21731244261322358,0.22405001238608888,0.9961037235019635,0.9907709956857147,0.99164626352515,0.9510108864696734,0.9362363919129083,0.9186106791083463,0.9496263208807676,0.933774452852323,0.9168610568943171,211.4766999613333,0.3098732306669565,0.0337811140007033,0.03171628766601007
openml__satimage__2074,DecisionTree,38596.666666666664,0.176863345713431,1.9949751885180367,2.6097336303878347,0.9908742992965957,0.942442893035107,0.9263361410090732,0.9416796267496111,0.8745463970969415,0.8538102643856921,0.9411874003401145,0.8751498844496548,0.8537365291432302,0.2513362169999986,0.0114251896666619,0.005552819000000567,0.0059398006666692
openml__satimage__2074,KNN,60778.666666666664,0.1731659941084037,0.5866029811826715,0.5073254276431182,0.9936405797883321,0.9822239954035665,0.9847013602807911,0.9213970969414204,0.911353032659409,0.9092794193882842,0.9208799781262401,0.9106528029841868,0.9080099431750591,0.0746071376667032,1.9692407276666775,0.2693471953333149,0.2698393039999965
openml__satimage__2074,LightGBM,75489.33333333333,0.013869325143534,0.21917872852471035,0.22594578010450342,1.0,0.991144573223817,0.99097557416477,1.0,0.9300155520995333,0.9227579056505961,1.0,0.9275533630994169,0.921246556103389,6.790472029999993,0.1971037639999995,0.023082356999992667,0.025732391999986465
openml__satimage__2074,LinearModel,90546.0,0.33074715293114926,0.33827411160717175,0.3216162094100435,0.9784766439915099,0.9778855216773089,0.980488861758739,0.868066355624676,0.8626231207879731,0.8657335406946604,0.8617949318959592,0.8556842803450183,0.8581916850205779,0.025848551333333202,0.016805895333333366,0.0016511083333333332,0.0012560989999998334
openml__satimage__2074,MLP,105738.33333333333,0.6306727996363476,0.6383507991669561,0.7408183411142074,0.9818906366786546,0.9836011683769873,0.9824471621511014,0.9412260238465526,0.9217210990150337,0.9051321928460343,0.9396872283674006,0.9190496553372075,0.9022349976507411,21.875971159000073,0.0740359973334155,0.0503603696667293,0.05015249499986863
openml__satimage__2074,NODE,119461.0,0.1588364506520315,0.27945031968228795,0.2819499021821871,0.9972498045348296,0.9879044666721667,0.9891626812812971,0.9788750648004148,0.9212026956972524,0.9212026956972524,0.9784697743488828,0.9195521602493288,0.9199486985424922,192.322176094,0.39485673499998103,0.0536263756666907,0.05318767899998983
openml__satimage__2074,RandomForest,133297.0,0.13469998486939566,0.27354450144794334,0.2685182173163048,0.9989817930816449,0.987740409388486,0.9890956371148301,0.9751166407465007,0.9139450492483152,0.9030585795749092,0.9744528705014347,0.910474502985522,0.9004347189891351,0.6956292013333254,0.13179670366666937,0.056909891333325135,0.05213961566667413
openml__satimage__2074,SAINT,139983.66666666666,0.1234780592851004,0.19928902099702764,0.20199040586106065,0.9964961870268456,0.9920222574692997,0.9922883105354239,0.9523716951788491,0.9294971487817522,0.9279419388284085,0.9515727938948643,0.9285341733472846,0.926451458268354,738.6617404250004,0.3785353749990463,0.11910488566718413,0.11888851199910273
openml__satimage__2074,STG,151775.0,0.1079119666220968,0.20916162368887878,0.21113124312279538,0.9975876884106275,0.9922870181493062,0.9922253598203871,0.9634525660964229,0.9248315189217212,0.922239502332815,0.9624022660952675,0.9220696319539994,0.9197606434166187,77.19596799066676,0.021268653999868502,0.003250217001550433,0.003187390665819533
openml__satimage__2074,SVM,163143.0,0.12517541094694357,0.2246095626707242,0.22524968304369467,0.9969913694440447,0.9894955758148539,0.9903132890954757,0.9626749611197511,0.9232763089683774,0.9123898392949714,0.961699040390125,0.9204414891130611,0.9091291688222755,5.887968680666745,2.1556231256666556,0.2758637646667618,0.2751160786666939
openml__satimage__2074,TabNet,175216.0,0.1428733780542372,0.23230323131184324,0.2559634639484882,0.9952070135318948,0.9900637682569601,0.990091385557878,0.9462804561949195,0.9253499222395023,0.9149818558838776,0.9455252086463916,0.9237365934440062,0.9135024804719647,127.39609285300025,0.49689644599984223,0.0735995206667515,0.071465235000024
openml__satimage__2074,VIME,203633.33333333334,0.6284206734043699,0.5617526441706618,0.7119495873276224,0.9812426800973447,0.9843734541326871,0.9809936241487801,0.9281363400725765,0.9237947122861586,0.906687402799378,0.9260793200682812,0.921206372035135,0.9031696686923963,77.41832803500029,0.0815990829996735,0.0482139766664507,0.05017239833288534
openml__satimage__2074,XGBoost,218706.0,0.015072540822647133,0.227696459870987,0.22343887162297515,0.9999996861236754,0.9909327136086783,0.9914997128696504,0.9996759979263867,0.9284603421461896,0.9206842923794714,0.9996759159784497,0.9262927716204326,0.9184308021911649,0.8646588316666927,0.06225769599999844,0.010114195333329667,0.011387268666652467
openml__satimage__2074,rtdl_FTTransformer,231294.66666666666,0.47454569225438287,0.6139740252010922,0.7026523309484722,0.9816700873647548,0.9822786229851647,0.9791033610327483,0.9442068429237948,0.9232763089683775,0.9118714359771903,0.9427023476532032,0.9205670068408572,0.9080065471927172,83.94787249033288,0.2914076033331791,0.07728280999966343,0.07638750700031473
openml__satimage__2074,rtdl_MLP,246157.66666666666,0.6872522008917366,0.8196466299415214,0.9196048792149476,0.9837499240392015,0.9820314848693769,0.9819510892370413,0.9451140487299119,0.922239502332815,0.9072058061171591,0.9435429408618897,0.9196992377744464,0.903829379513487,22.621663569999814,0.092414333333321,0.057258318999793965,0.060450876333361436
openml__satimage__2074,rtdl_ResNet,260773.0,0.4035487187262233,0.539534828280093,0.567918489131155,0.9859528527742664,0.9840652325667377,0.9847382962100483,0.9522420943494039,0.922239502332815,0.9144634525660965,0.9508672573871942,0.9192757713461127,0.9118005711066065,29.294609434999984,0.0961829883334151,0.057991646333296835,0.05930149133337174
openml__scene__3485,CatBoost,12369.0,0.01586368711562657,0.08256252085874806,0.09417930634361175,0.9999877698281662,0.9729465194581474,0.9768616396523373,0.9975757575757574,0.9847856154910097,0.9792531120331951,0.9975757575757574,0.9847856154910097,0.9792531120331951,49.81441279033328,0.0507181219996096,0.006591823666784733,0.0064264936667986
openml__scene__3485,DANet,23456.0,0.0267053701404448,0.09025915378472871,0.1709217264519607,0.9989194643184738,0.9842612168193564,0.9761177668154413,0.9934199134199134,0.9875518672199171,0.9640387275242047,0.9934199134199134,0.9875518672199171,0.9640387275242047,78.02273579333301,0.12554923833337736,0.03864109533330403,0.0380735149999414
openml__scene__3485,DecisionTree,38672.666666666664,0.012816778815294166,1.3831664721812136,1.9481393330561811,0.9991151470678163,0.9068984417821627,0.8948790227859994,0.9965367965367967,0.9460580912863071,0.9308437067773169,0.9965367965367967,0.9460580912863071,0.9308437067773169,0.43785868333332917,0.01650200733333423,0.0023164179999994334,0.0022164593333257668
openml__scene__3485,KNN,60864.0,0.1050761286949266,0.46184729824905985,0.5213106682898063,0.9917825475447929,0.9555046589930312,0.9515503875968992,0.9612121212121213,0.9529737206085752,0.9253112033195022,0.9612121212121213,0.9529737206085752,0.9253112033195022,0.060801511666650765,2.328224601000008,0.294435647333303,0.2941896856666623
openml__scene__3485,LightGBM,75577.66666666667,0.07858935427193053,0.08124120221103996,0.15094734557074807,0.9914682321286614,0.9824994127319707,0.9642353770260748,0.9885714285714285,0.9847856154910097,0.9792531120331951,0.9885714285714285,0.9847856154910097,0.9792531120331951,1.2325070859999983,0.0522635016666678,0.0160988979999956,0.013420493666671899
openml__scene__3485,LinearModel,90636.0,0.04973923378059967,0.09625277865094467,0.09904291088051537,0.9980713019017918,0.9740427531125205,0.9728682170542635,0.9906493506493507,0.9820193637621024,0.9820193637621024,0.9906493506493507,0.9820193637621024,0.9820193637621024,0.04664792566666646,0.0199404006666667,0.011888508999999768,0.011187701666666569
openml__scene__3485,MLP,105827.0,0.02269298063740477,0.08983772574695774,0.10613866137975747,0.998311624778328,0.9792498629707933,0.9765092788348602,0.9941125541125541,0.9847856154910097,0.9764868603042878,0.9941125541125541,0.9847856154910097,0.9764868603042878,8.142529605666729,0.07775165933336814,0.046925710333406735,0.047846373333337966
openml__scene__3485,NODE,119473.33333333333,0.10957650347899044,0.13353190358784842,0.1434223655853446,0.9911912187366232,0.9599874716153787,0.9619841829144155,0.9951515151515152,0.9847856154910097,0.9792531120331951,0.9951515151515152,0.9847856154910097,0.9792531120331951,208.12803029066683,0.39532576866652863,0.04762071566635003,0.04754334866625714
openml__scene__3485,RandomForest,133384.66666666666,0.0907325882927162,0.26561333654257435,0.3180819491003251,1.0,0.92663064756088,0.9213452352987237,0.997922077922078,0.91701244813278,0.9004149377593361,0.997922077922078,0.91701244813278,0.9004149377593361,0.7880398469999932,0.03874052866666483,0.015755998999992433,0.015938507666665633
openml__scene__3485,SAINT,139992.0,0.0295998044792128,0.0621886560594093,0.07640704175827596,0.9982889989604354,0.986336230522277,0.982381959126145,0.9930735930735931,0.9847856154910097,0.9820193637621024,0.9930735930735931,0.9847856154910097,0.9820193637621024,782.919179484,1.1785544196667008,0.2080293396666093,0.20127555600004135
openml__scene__3485,STG,151857.66666666666,0.03329307468626377,0.07412604529902429,0.08965689093046457,0.9972255855194766,0.9856315088873228,0.9834390415785764,0.992034632034632,0.9861687413554634,0.9792531120331951,0.992034632034632,0.9861687413554634,0.9792531120331951,29.666137044333365,0.08163465633330697,0.007440951332834267,0.007112301000167499
openml__scene__3485,SVM,163222.66666666666,0.0318527376329853,0.0836739668592066,0.08841637330754483,0.9979324894514767,0.9691097016678412,0.97032338892804,0.9906493506493507,0.9847856154910097,0.9806362378976488,0.9906493506493507,0.9847856154910097,0.9806362378976488,1.0340165089999933,0.30337769899999467,0.03983931799999757,0.04001402833332637
openml__scene__3485,TabNet,175281.0,0.03883553957300753,0.07434860419148294,0.09507821489734865,0.9935363541857761,0.9780753269125363,0.9760394644115574,0.9916883116883118,0.9847856154910097,0.9806362378976488,0.9916883116883118,0.9847856154910097,0.9806362378976488,46.57015725233333,0.2596507746666627,0.0331431606666659,0.0328886570000032
openml__scene__3485,VIME,203719.0,0.12050461936369261,0.16346942185580368,0.16438319389710018,0.9841178988564789,0.9561506538250725,0.960535588442565,0.963116883116883,0.9502074688796681,0.9446749654218533,0.963116883116883,0.9502074688796681,0.9446749654218533,71.91589566433338,0.08169864733342057,0.05027328066626067,0.048676771000070035
openml__scene__3485,XGBoost,218788.33333333334,0.02252721613542293,0.08385341488300757,0.09545135802542927,0.9999785971992906,0.9737686946989274,0.9759220108057317,0.9961904761904762,0.9847856154910097,0.9806362378976488,0.9961904761904762,0.9847856154910097,0.9806362378976488,0.3540737950000006,0.0293853820000039,0.0073164943333298,0.007157978666668267
openml__scene__3485,rtdl_FTTransformer,231369.0,0.04417921177911477,0.06259646054098976,0.07392821784391186,0.9931932978658352,0.9885286978310234,0.9814423302795396,0.9904761904761904,0.9847856154910097,0.9834024896265561,0.9904761904761904,0.9847856154910097,0.9834024896265561,44.72870354700001,1.1622405519999977,0.6294453856666706,0.7194846536666665
openml__scene__3485,rtdl_MLP,246239.0,0.025018588117913767,0.0773123520845805,0.10001280781721437,0.998898673026356,0.9802286430193407,0.9817555398950747,0.9941125541125541,0.9875518672199171,0.9792531120331951,0.9941125541125541,0.9875518672199171,0.9792531120331951,6.875132828333357,0.08883990333334774,0.0554051039999793,0.055338885000037835
openml__scene__3485,rtdl_ResNet,260863.33333333334,0.028866489148826068,0.0698434222242277,0.10164304209378942,0.9989072341466398,0.9755304987863128,0.969188004071725,0.9937662337662337,0.9861687413554634,0.9737206085753803,0.9937662337662337,0.9861687413554634,0.9737206085753803,5.812704134000022,0.09313444699995087,0.0547823433333742,0.05555452300005347
openml__segment__146822,CatBoost,12461.333333333334,0.15506019140108682,0.23204375334005178,0.2328013141452615,0.9981248496873497,0.9937980089495241,0.9935866602533271,0.9576118326118325,0.9336219336219336,0.9235209235209236,0.9574629996773784,0.9332659938027833,0.9227331268963259,3.24674968166669,0.017187627999987836,0.005556350999990867,0.0037374146666782336
openml__segment__146822,DANet,23560.666666666668,0.1528315425364358,0.1929469219646347,0.2139260416598302,0.9967703277362369,0.9938417362659786,0.9931785386330841,0.9415584415584416,0.9451659451659452,0.9220779220779222,0.9413635026545345,0.9450574479134833,0.9212235648846049,169.47241207333354,0.16036715466664944,0.04433349800031766,0.043851258999590394
openml__segment__146822,DecisionTree,38768.333333333336,0.15007522711130836,0.9852061133304989,1.1493040857025723,0.9944412787689303,0.9766022417537569,0.9720983281589343,0.9523809523809524,0.9163059163059163,0.9033189033189033,0.9524195613618457,0.9150977685842242,0.901616819248037,0.044056311666668735,0.0045426756666663995,0.0019506843333303,0.0014041826666648333
openml__segment__146822,KNN,60955.333333333336,0.1557907627176027,0.7785880121759167,0.7414705242363876,0.995823528849097,0.982767793373854,0.9824434824434825,0.9296536796536796,0.9076479076479077,0.8917748917748919,0.9291308247536175,0.9065491668944926,0.8900370829109524,0.002142364999999733,0.16944320099999668,0.0329175426666677,0.04053727833333223
openml__segment__146822,LightGBM,75667.0,0.04258028647667614,0.1657364501257824,0.19051882478576065,0.99984513242089,0.9957657381899806,0.9950150859241768,0.9929653679653679,0.948051948051948,0.935064935064935,0.9929704559228737,0.9475521677858715,0.9344387375727523,3.851614736000005,0.12425395800000354,0.018327945666668368,0.016571982333323867
openml__segment__146822,LinearModel,90726.0,0.3833123990881883,0.4458328289562192,0.47549158696937305,0.9814273917020131,0.9767735070765374,0.9723570481146239,0.8773448773448772,0.8643578643578644,0.8701298701298702,0.8771148647467267,0.862922217720547,0.8680218428807338,0.023043968999999897,0.0038206306666665663,0.0011029316666665667,0.0013376609999999334
openml__segment__146822,MLP,105914.66666666667,0.7183859228847304,0.9364539460385513,1.0785073389985929,0.9813037253851647,0.9750171265322779,0.9699374699374698,0.9280303030303031,0.911976911976912,0.9062049062049061,0.9267640821380163,0.9102644475332577,0.9036561762264909,14.760780490333596,0.05912792766662276,0.04890221333342496,0.049430635666643206
openml__segment__146822,NODE,119493.66666666667,0.4615293812022838,0.5051290934521054,0.498332184845579,0.9951193368570262,0.9914221580888247,0.9910140364685819,0.9552669552669553,0.9278499278499278,0.9307359307359307,0.9551431572570265,0.9268970579681746,0.9297949203609797,331.0278929316665,0.739828102667237,0.08702757166666207,0.08675076999952573
openml__segment__146822,RandomForest,133477.66666666666,0.1070964038139614,0.20620216200302235,0.19992000988510564,0.9991498225399741,0.994326380690017,0.9947017068229189,0.9790764790764791,0.937950937950938,0.9278499278499278,0.9790076425927308,0.9374038421428456,0.9267687516180051,0.29371284633333516,0.10372824333332882,0.0748440393333318,0.05825842266666343
openml__segment__146822,STG,151945.0,0.1367456661471774,0.20918506393840727,0.21431591681407666,0.9973138446149808,0.9930837961140991,0.9915752036964157,0.9572510822510822,0.9321789321789321,0.9177489177489178,0.9572728391911621,0.9318544344296358,0.9173614527904204,27.97898220666654,0.007899703000020934,0.0016201410000272667,0.0016542826665499333
openml__segment__146822,SVM,163325.66666666666,0.21943856655153202,0.27964432055062327,0.27597460590819406,0.9960571397597913,0.989498156164823,0.989862550468611,0.945887445887446,0.9220779220779222,0.924963924963925,0.9452511538763538,0.9211079202106124,0.9233061407054796,13.40053538666689,0.22771340366731843,0.02804474133275407,0.029362728665243268
openml__segment__146822,TabNet,175372.0,0.13866518765297506,0.18146619437408287,0.20691668301797927,0.9970444775132276,0.9948693282026615,0.9937397058609179,0.9494949494949495,0.9408369408369408,0.9177489177489178,0.9494090812801108,0.9411774470715585,0.9174863572490374,67.79190857433332,0.27902389600027766,0.03777654066622437,0.0385619433333583
openml__segment__146822,VIME,203798.66666666666,0.3236547418254207,0.4506752512908874,0.391846233431949,0.9891395693952513,0.9815470724561633,0.9839885142915447,0.9345238095238096,0.9264069264069263,0.9105339105339105,0.9340151156764597,0.9254839291184823,0.9084552513307474,31.139059474000078,0.06098332333325133,0.0538413253329963,0.0532935190000595
openml__segment__146822,XGBoost,218883.0,0.03552347430774133,0.1885602642422707,0.1948578087132542,0.9998887458641247,0.9955762531520108,0.9951608436456921,0.9949494949494949,0.9408369408369408,0.9321789321789321,0.9949488154884459,0.9407080235121185,0.9316991654220274,1.3666943116666603,0.026182362333341733,0.0051308536666733,0.0050416986666699665
openml__segment__146822,rtdl_FTTransformer,231472.33333333334,0.47846243178271775,0.5058167835383479,0.5452590107894141,0.9864418558784087,0.9860145466206073,0.9799072980891163,0.9255050505050505,0.9235209235209235,0.9090909090909091,0.9249212319756758,0.922944544099416,0.9080873210477164,21.35084961833339,0.10055975166672693,0.056958077000065964,0.056883569333422125
openml__segment__146822,rtdl_MLP,246331.0,0.6418873663708321,1.0127402117082775,0.9018912690190434,0.9853517475439825,0.9745251942221639,0.9759026046904836,0.9278499278499278,0.9076479076479077,0.9134199134199134,0.926685727577269,0.9061249180924428,0.9102052895823852,11.161395794999939,0.06176572933342559,0.050877428999986735,0.04834304933342529
openml__segment__146822,rtdl_ResNet,260962.0,0.4713246584953605,0.5383312304275619,0.6271515258593049,0.9894967896861838,0.9861457285699711,0.9846589998105149,0.929112554112554,0.9220779220779222,0.9047619047619048,0.9288918325644264,0.9215814350940184,0.9036256795116978,13.39114488466661,0.06234260233336874,0.0471252510000302,0.047238290333344396
openml__semeion__9964,CatBoost,12558.333333333334,0.05434546800650117,0.2677606909863163,0.27799809923284863,0.9999988835752726,0.9956879198438635,0.9960748002904865,0.999738356881214,0.9436582809224318,0.9166666666666666,0.9997383450875192,0.9436322206664748,0.91700220447276,1.5888561839998754,0.025030761666660798,0.012430198333352833,0.011865476666647065
openml__semeion__9964,DANet,23638.666666666668,0.002479694838002367,0.30785448732404985,0.38429306239103583,0.9999995370949003,0.9935358796296296,0.9931386165577342,0.999476713762428,0.9624082809224319,0.9229166666666666,0.999476713827058,0.9627344278739317,0.9233068127915907,70.65438749500026,0.16151877700031034,0.04344185966692743,0.04306917466601587
openml__semeion__9964,DecisionTree,38869.0,0.10824319024688106,6.854202014012425,7.736875510675254,0.9985993101919138,0.8820295479302832,0.867905574845679,0.9617772905282723,0.7807783018867925,0.7312500000000001,0.9619263615344185,0.781092420868024,0.7277898982595206,0.09248610400000119,0.005079405333332166,0.0020517393333297335,0.004153914666666433
openml__semeion__9964,KNN,61044.0,0.19777356744763444,0.8012820492068027,0.859710509157631,0.9985237072562468,0.9885254686365287,0.9876585477941178,0.9382174889413134,0.920662997903564,0.9249999999999999,0.9378816636722292,0.920908106835196,0.9250130280547912,0.08246500599999985,1.4956024876666747,0.21999966100000778,0.2826389246666506
openml__semeion__9964,LightGBM,75757.33333333333,0.0013896081288934335,0.24217005645149214,0.26481415332852976,1.0,0.994369780319535,0.9948277505446623,1.0,0.9436451781970651,0.9291666666666667,1.0,0.9437184126846536,0.9287069166411118,3.2421054826666675,0.0966093409999997,0.012855003333333332,0.012531771333332933
openml__semeion__9964,LinearModel,90816.0,0.031098991539686264,0.27609458323182845,0.28751525785310283,1.0,0.9933560275962238,0.9936178059186637,1.0,0.9311189727463312,0.9125,1.0,0.9316451819660946,0.9129985559717534,0.028743276666666536,0.0348288963333332,0.0060418026666664995,0.0014298093333334
openml__semeion__9964,MLP,106000.33333333333,0.26525710159097304,0.545206729639658,0.7077422517250188,0.9963413081130491,0.9931383896151053,0.9920306259077707,0.9832513463419086,0.9331761006289309,0.8895833333333334,0.9832277180206633,0.933478055055776,0.8901018516688978,11.544490783000052,0.05249576433334363,0.0455473243334078,0.04610880700010963
openml__semeion__9964,NODE,119503.0,0.7010342611086315,0.8439086906260477,0.859405717998743,0.9998192152934839,0.9928715050835151,0.9936814065904139,0.9971200758991131,0.9457547169811321,0.9354166666666667,0.9971176955238094,0.9459434256097908,0.9358964657873576,148.32716515966663,0.4239528749999977,0.07216255833331307,0.0721050503333344
openml__semeion__9964,RandomForest,133567.0,0.19442917208500554,0.5646768794417159,0.5722445927268731,1.0,0.994228423429557,0.9945768371005809,0.9997381513485205,0.9352856394129979,0.93125,0.9997381354868361,0.9353638117533296,0.9307796441955872,0.3608257636666619,0.061309373666672905,0.037032026999999766,0.04284239466666757
openml__semeion__9964,SAINT,140009.0,0.015790280963203732,0.25612303663867303,0.3089884725788754,0.9999891527661612,0.9956733955156137,0.9951867737835877,0.9976435676693783,0.9457285115303984,0.9166666666666666,0.9976394018120308,0.9458613816108522,0.9165577703002866,305.6246751289999,0.8183638553337763,0.1896895026669275,0.18986575499851213
openml__semeion__9964,STG,152046.66666666666,0.0063125356350723335,0.20689174932853138,0.22976256345712798,1.0,0.9948215096223677,0.9964105619099491,1.0,0.9540749475890985,0.9395833333333333,1.0,0.9541150472758034,0.9396216508806222,19.935853003333403,0.010226839000173,0.0020570263332046665,0.0019294976666514665
openml__semeion__9964,SVM,163401.33333333334,0.0168213291922079,0.1836531819130021,0.1889330032976629,0.9999997685474501,0.9984230891430647,0.9983350921387074,0.9992148651109485,0.9582285115303982,0.9520833333333334,0.9992148529980583,0.958437025354885,0.9521638360403655,4.22891755866667,1.1816525266666666,0.1522056386666618,0.16190126299999597
openml__semeion__9964,TabNet,175469.66666666666,0.030007271420414535,0.38969469472612367,0.7646040895960726,0.9998942575882888,0.9903259463507625,0.9785869417211329,0.9903120109606475,0.9394785115303983,0.8874999999999998,0.9902810892183158,0.9393208918439294,0.887851707697073,44.70771416533321,0.16580122500020875,0.031580120333416,0.03125615066674447
openml__semeion__9964,VIME,203890.0,0.05874898619901773,0.21433230310991536,0.2739822491658063,0.9993293713713286,0.995990491103849,0.9957317197712419,0.9897899579192363,0.9582285115303982,0.9333333333333332,0.9897741552631322,0.9582555600535393,0.9336505653935149,32.69200708566649,0.054481319666952736,0.044933993666565634,0.04476395533317636
openml__semeion__9964,XGBoost,218971.66666666666,0.042856176553018065,0.28839030861393394,0.3176100978165626,1.0,0.9932432371096586,0.9939650281408859,0.9997381513485205,0.9436451781970651,0.9104166666666668,0.9997381431663895,0.9437089013255124,0.9099569120865558,2.418515692333339,0.048361718666664395,0.008163443333311633,0.009529281999997833
openml__semeion__9964,rtdl_FTTransformer,231561.0,0.06451843788331046,0.306584896512826,0.44608715838136653,0.9986621362418314,0.9909205927741468,0.9890964279230211,0.9895301645946916,0.9477987421383648,0.9104166666666668,0.9895200189478555,0.948159021273942,0.9104898184035134,149.20817731399984,0.6620048179987256,0.12082232300053868,0.1222464900007859
openml__semeion__9964,rtdl_MLP,246424.33333333334,0.29097170758575286,0.7301604119753197,1.0346346141454381,0.9979551103049401,0.9935582334785766,0.9942018144063182,0.9840362756982666,0.9519785115303984,0.9145833333333333,0.9840854424466811,0.9522360698007644,0.9147354327485845,5.708367828000007,0.057643412999993836,0.047263834666675,0.0479011593333022
openml__semeion__9964,rtdl_ResNet,261053.33333333334,0.026692203195696634,0.301864223274077,0.32907893198130495,0.9995850545062571,0.9910626588598402,0.9943942901234569,0.9950283696776795,0.9498951781970649,0.9208333333333334,0.995026155635743,0.9500778541005936,0.9204972001778094,7.126471420666538,0.05955474200002673,0.04647094099991966,0.04706560599994223
openml__shuttle__146212,DecisionTree,38942.0,6.5035429149320414e-15,0.003969974298272034,0.0079399485965376,1.0,0.972191011235955,0.9982437617988666,1.0,0.9998850574712644,0.9997701149425288,1.0,0.999858961887785,0.9997726334903555,0.2521592863333334,0.0515173516666891,0.003915044333353933,0.0032534496666585
openml__shuttle__146212,KNN,61135.333333333336,0.0033242257869529335,0.025347201182642467,0.019982413906620432,0.9998420126004367,0.9960733251698409,0.9961101467677328,0.9985560344827586,0.9978160919540229,0.9976436781609195,0.9985622706508974,0.9978435137717181,0.9976614012780867,0.22620509299966207,87.22172770266643,9.07290084433312,9.899574690665709
openml__shuttle__146212,LightGBM,75847.66666666667,0.0007048819650328197,0.000917561552156612,0.0012283734398264242,1.0,1.0,0.9999889267972791,0.9999928160919541,0.9999425287356322,0.9998850574712644,0.9999925773155448,0.9999138369746424,0.9998858623359473,8.397694350333305,1.5512334949999815,0.19643269133337068,0.20254842099999826
openml__shuttle__146212,LinearModel,90906.0,0.2509784404686532,0.2524740778092218,0.2510780591840629,0.9062659605613765,0.9145869175854987,0.8861233980080976,0.9208692528735631,0.9212068965517242,0.9212068965517242,0.9124829479944022,0.9129646710196463,0.9126632664784733,0.07390277533333343,0.08466163633333335,0.014617789999999768,0.0101570256666668
openml__shuttle__146212,MLP,106098.66666666667,0.050992473996061105,0.044129947620040195,0.0488690002170482,0.6788846048985269,0.6941173470693399,0.6856585308161932,0.998175287356322,0.9985632183908045,0.9981609195402298,0.9976652421821668,0.9981002585278608,0.9976859323183754,121.18444216700118,0.2695906126670404,0.08212760766643133,0.08525820033355554
openml__shuttle__146212,RandomForest,133647.33333333334,0.0014530799517186667,0.0017215889245334667,0.0017530147261347999,0.9999573886782054,0.9999635940002912,0.9990662931839402,0.9999640804597701,0.9998850574712644,0.9998850574712644,0.9999637737209408,0.99982764621264,0.9998562752315924,0.9199829729999843,0.17716228766668488,0.0498735196666378,0.061762454000036805
openml__shuttle__146212,SAINT,140029.0,0.0275965446271873,0.03378608522521167,0.039955674756414,0.9942579495859558,0.980582098802741,0.9758656055004562,0.9919683908045976,0.9937931034482759,0.9927011494252872,0.9918059627761964,0.9933711380902177,0.9923178179160176,697.6125602846665,1.6184728070002166,0.2634324390007046,0.2646558786655077
openml__shuttle__146212,STG,152100.66666666666,0.0057140617821336325,0.005761206480862533,0.005763645800756834,0.9984131859390663,0.9983091255942957,0.9982445733890581,0.999375,0.9992528735632185,0.9992528735632183,0.999219599657184,0.9990990900973212,0.9991202932792006,605.8752617159997,0.26043269633350974,0.022611404000296334,0.022249363666711933
openml__shuttle__146212,SVM,163485.0,0.004768965514355833,0.0094103730226434,0.009400027856578867,0.9999082549951793,0.9728042920196925,0.9965989511646701,0.9995258620689654,0.9985057471264368,0.9985057471264368,0.9995054182015467,0.9984372379624187,0.9984437881224909,48.252230076666216,3.613660986332737,0.45796337333134335,0.4773394653335951
openml__shuttle__146212,TabNet,175526.66666666666,0.016107810332202634,0.0097336720225586,0.012467761123014199,0.9754543760938207,0.9699040564209301,0.9731257427793535,0.9979022988505748,0.9982183908045977,0.9982758620689655,0.9976201546499354,0.9979291033305774,0.9980601989698611,722.2639956790005,4.165861278332765,0.4683516726666615,0.4707522680011304
openml__shuttle__146212,VIME,203970.66666666666,0.06520252939781526,0.05314875865134883,0.06177848005824219,0.7026363033028306,0.7124756872788495,0.6985852729713454,0.99683908045977,0.9975862068965516,0.9966666666666667,0.9964271559304291,0.99721338682471,0.9962487018906487,535.3064525146668,0.327793053000884,0.0882535053339476,0.08725403199908514
openml__shuttle__146212,XGBoost,219061.0,0.00043352295699039994,0.0006433915064076,0.0008571411703597333,0.9999999721447849,0.9999910825753523,0.9999668065851978,0.9999928160919541,0.9998850574712644,0.9997126436781608,0.9999927708763016,0.999858961887785,0.9996559965830379,0.6206609733333274,0.3383000216666598,0.04522231766667323,0.04446737766667214
openml__shuttle__146212,rtdl_FTTransformer,231623.0,0.07798479652514036,0.07474704966827013,0.07741312987253869,0.7725401090953051,0.7671444585512806,0.7590838519732984,0.9956537356321838,0.9958045977011495,0.9955172413793103,0.9936349608864639,0.9938126014020711,0.9935148576297324,341.8910636940006,0.8498010223338497,0.15252076533458114,0.1538272620006561
openml__shuttle__146212,rtdl_MLP,246518.66666666666,0.14018857951066743,0.13006086342983003,0.13674249365112004,0.6635594002748163,0.6637936884970297,0.6702596621216889,0.9958692528735632,0.9961494252873564,0.9958620689655172,0.9942246359107464,0.9945513016350471,0.994280394495164,109.63127254433341,0.3299754403339345,0.08532732466634717,0.08670954733315733
openml__shuttle__146212,rtdl_ResNet,261126.33333333334,0.05584370628996473,0.047439314773576706,0.051219122280891066,0.6767568760257024,0.6756550493710577,0.6876341057012315,0.9976580459770116,0.9979310344827587,0.997758620689655,0.9969588450455106,0.9972422251977391,0.9970894464501532,213.1687300683334,0.42556726433516207,0.10559442399789983,0.10092569766614656
openml__sick__3021,CatBoost,12648.0,0.0062969843827554335,0.028370302696403,0.02658567309564643,0.9999936031278147,0.9981321133218701,0.996986879792909,0.9996684350132625,0.9911629451859337,0.9902857891363639,0.9996684350132625,0.9911629451859337,0.9902857891363639,5.441516259333355,0.06268490533333683,0.0170180523333177,0.010493200000022768
openml__sick__3021,DANet,23741.666666666668,0.0297554243319762,0.05456140758964494,0.08102557610135343,0.9972245538983363,0.9934717787057507,0.9887209676904737,0.9880657847283049,0.9876309301596659,0.97616240719689,0.9880657847283049,0.9876309301596659,0.97616240719689,193.60267881133282,0.21875465833333388,0.03933146033280833,0.03853067533358013
openml__sick__3021,DecisionTree,39029.666666666664,0.007439488035366299,0.27977169078477826,0.28356229638896047,0.9996743565792748,0.9475516184939544,0.9617282525085832,0.9972379838270701,0.9911652842687325,0.9894062940039952,0.9972379838270701,0.9911652842687325,0.9894062940039952,0.02935433833333383,0.0066607106666666,0.0014904920000001001,0.0017625426666661667
openml__sick__3021,KNN,61218.666666666664,0.12505282754462327,0.7779566110152585,1.0738064823203093,0.9367462620751379,0.7576719820409946,0.6784931366907193,0.9455308033427087,0.9443508811324904,0.9355723033883954,0.9455308033427087,0.9443508811324904,0.9355723033883954,0.0196852893333356,0.547762927999999,0.1285377339999997,0.14768516433333173
openml__sick__3021,LightGBM,75935.66666666667,0.0096536563321068,0.0327205903313014,0.0330412780649764,0.9999360538579986,0.9976766560222713,0.9977774154685476,0.998784664677936,0.9902811109707662,0.9858742789777272,0.998784664677936,0.9902811109707662,0.9858742789777272,0.5123743203333326,0.0195352620000003,0.004569931333333433,0.0038878996666665
openml__sick__3021,LinearModel,90996.0,0.09850858474959368,0.12567056697590742,0.10992158569476553,0.9583261826919713,0.936541322088485,0.9403501531309092,0.9650865084254426,0.9522944063173949,0.9646845279029187,0.9650865084254426,0.9522944063173949,0.9646845279029187,0.058680220666666734,0.034459527000000066,0.002882271000000067,0.0026715823333335
openml__sick__3021,MLP,106180.66666666667,0.067773576120571,0.10273595012498236,0.10798948237702781,0.9836394047399949,0.9629766096236251,0.9518895243235388,0.9759134930383223,0.9708456719950974,0.965571040283684,0.9759134930383223,0.9708456719950974,0.965571040283684,14.871842130333292,0.06041990733336883,0.04347624033332067,0.043461134333346196
openml__sick__3021,NODE,119516.66666666667,0.10916280931709854,0.13231194652019557,0.1194899423552714,0.9327169010706093,0.871939736346516,0.9433898026385338,0.9865204225914316,0.9726093404254325,0.9788079098423926,0.9865204225914316,0.9726093404254325,0.9788079098423926,311.5277516353333,0.6127665380001114,0.08945985699961052,0.08919359733317826
openml__sick__3021,RandomForest,133749.0,0.034223180510629336,0.0648782993839687,0.054846417904377165,0.9990071963951244,0.989142375610688,0.9900392062794628,0.9965760257201266,0.9858602444809342,0.9858696008121296,0.9965760257201266,0.9858602444809342,0.9858696008121296,0.2461988876666664,0.07310095299999964,0.045978096999998934,0.0478792276666671
openml__sick__3021,SAINT,140038.0,0.05881686174605177,0.09293182872627544,0.07337624344461734,0.9869003429394198,0.9708865553099156,0.9758957927537386,0.9827644439962531,0.9787938753455995,0.9744010778493536,0.9827644439962531,0.9787938753455995,0.9744010778493536,297.36040299999996,0.1950551399998706,0.08998703300039777,0.0906663036657846
openml__sick__3021,STG,152144.0,0.18932856594426994,0.19783578419659711,0.1972225926605733,0.8214420374462877,0.7927242828679822,0.7970473960057185,0.93967546258654,0.9390458413446919,0.938217806033898,0.93967546258654,0.9390458413446919,0.938217806033898,39.78471804433335,0.04858681600009137,0.002745181333329067,0.0027159193333355664
openml__sick__3021,SVM,163554.66666666666,0.06135572538326723,0.08217914910249575,0.08261566342612793,0.9943970034019514,0.983775826305303,0.9796984275394994,0.9771283155959497,0.9690796644819634,0.9664575526644493,0.9771283155959497,0.9690796644819634,0.9664575526644493,36.83458535666796,0.21084620200053897,0.026762901665885335,0.026666916998995732
openml__sick__3021,TabNet,175577.66666666666,0.0510947186291453,0.059167904492420965,0.07854136174894226,0.9898089078438543,0.9896473020551871,0.9842185307044099,0.9832063109930905,0.9805622219415323,0.9699802113595218,0.9832063109930905,0.9805622219415323,0.9699802113595218,38.299235305333546,0.26819210466631677,0.0341536643330376,0.033883874667177766
openml__sick__3021,VIME,204036.33333333334,0.18491424822151703,0.19295500162742038,0.19236651526962786,0.8397063639700645,0.8751722890908594,0.801637474345239,0.9447574082834168,0.9399300146426585,0.9443976627884675,0.9447574082834168,0.9399300146426585,0.9443976627884675,26.493555066666598,0.0628223316666568,0.042166738999938426,0.041977574333362334
openml__sick__3021,XGBoost,219157.0,0.017380921366742633,0.0341646197870329,0.03443904091727163,0.9999993639951281,0.9983794590463714,0.9979395848878033,0.999337126384467,0.9920471184839,0.9911723015171292,0.999337126384467,0.9920471184839,0.9911723015171292,0.48909991633333244,0.010223334000001832,0.0013278233333325667,0.002646168999999667
openml__sick__3021,rtdl_FTTransformer,231688.0,0.009597242358492533,0.03697158277546253,0.04548766757885567,0.999775184663784,0.9972638445372416,0.9945115100933393,0.9965747806847659,0.9876332692424646,0.9841106105473921,0.9965747806847659,0.9876332692424646,0.9841106105473921,42.59776755799991,0.15975718000011815,0.0610919783334793,0.06114368433327397
openml__sick__3021,rtdl_MLP,246598.33333333334,0.03735313741554707,0.07648002228150468,0.10573806231324367,0.9963746022630523,0.9853980730915145,0.9846903639968033,0.9866307978917425,0.9743753479385665,0.9735145654685885,0.9866307978917425,0.9743753479385665,0.9735145654685885,15.367901333333284,0.08050557400000946,0.056283664000034095,0.055124739666733
openml__sick__3021,rtdl_ResNet,261198.33333333334,0.04248768593953253,0.06009012277025983,0.0752894911868451,0.9973534064680664,0.9925728049346324,0.9856826299921311,0.9829838027140531,0.9814463952394986,0.9699872286079182,0.9829838027140531,0.9814463952394986,0.9699872286079182,12.771253087666821,0.077889442333704,0.05136234566694494,0.052727655999907065
openml__skin-segmentation__9965,CatBoost,12744.333333333334,0.004458645601942799,0.0047103462900345665,0.004892438383266733,0.9999718982647794,0.9999731075889482,0.9999672100563745,0.9991090480926998,0.9991158627819038,0.9990070458935226,0.9991090480926998,0.9991158627819038,0.9990070458935226,1.89158536133336,0.24841676033338442,0.04841505333337177,0.04896458633334074
openml__skin-segmentation__9965,DecisionTree,39130.0,0.0063971089245736,0.015092960521956966,0.015586315846665132,0.9996950248437374,0.9992150814436593,0.9992062123646303,0.9986975779370383,0.9983405424521886,0.9982725318969504,0.9986975779370383,0.9983405424521886,0.9982725318969504,0.6563946156667271,0.06980076733335254,0.022056480666681904,0.021543727666691298
openml__skin-segmentation__9965,KNN,61323.666666666664,0.0009141371653585334,0.010919935527878233,0.008601533965778167,0.9999963567503468,0.9998105348054654,0.999853511703067,0.9996174347726289,0.9994151092249517,0.9994423134470468,0.9996174347726289,0.9994151092249517,0.9994423134470468,0.26389187466672104,82.11393081566712,9.777512822333543,9.858461980999284
openml__skin-segmentation__9965,LightGBM,76030.33333333333,0.0012183924201275345,0.003404875833400267,0.0032511995387119,0.9999999520385661,0.9999823209016383,0.9999858087985855,0.9999268875343246,0.9995103240022852,0.9995511303354281,0.9999268875343246,0.9995103240022852,0.9995511303354281,6.127262784999946,1.5092441426667211,0.2092891576666863,0.2174088750000198
openml__skin-segmentation__9965,LinearModel,91086.0,0.24668710755533355,0.24382594024746207,0.245386343927797,0.9509183020644704,0.9519994373467063,0.9514230012072477,0.9187788517942309,0.9184417421583829,0.9184825484915259,0.9187788517942309,0.9184417421583829,0.9184825484915259,0.06985852166666656,0.06212000233333307,0.008345457333333067,0.0164888646666665
openml__skin-segmentation__9965,MLP,106244.66666666667,0.0025796213673907665,0.0027359706314234334,0.0029406638965687334,0.9999572938631608,0.9999462826746929,0.9999411427936572,0.9994270023038928,0.9994151092249516,0.9993470986697135,0.9994270023038928,0.9994151092249516,0.9993470986697135,398.92424672233363,1.0840048430000024,0.17573147566630112,0.17867815533372775
openml__skin-segmentation__9965,NODE,119524.0,0.006835760900459266,0.0071927167840611,0.007262647512304332,0.9998952335343722,0.9998870137378929,0.9998750634301142,0.9993793941867088,0.9992926902255229,0.9992246796702848,0.9993793941867088,0.9992926902255229,0.9992246796702848,821.5900004929999,14.681197571999936,1.841786442333273,1.8416960650000267
openml__skin-segmentation__9965,RandomForest,133839.33333333334,0.007871837224238632,0.0086425842051286,0.008754929426510034,0.9999900193811854,0.9999895177475402,0.9999874995933319,0.9990478376563204,0.9987758100057129,0.9986669931173319,0.9990478376563204,0.9987758100057129,0.9986669931173319,7.1780622026666565,1.5306887103332942,0.2850455313333384,0.26369028533335376
openml__skin-segmentation__9965,SVM,163597.0,0.0041493412338857,0.004374999414776633,0.004186849384074533,0.9999047524156225,0.9998966117823218,0.9999177754027905,0.998867606926981,0.9988574226719985,0.998884626894094,0.998867606926981,0.9988574226719985,0.998884626894094,424.3716901169998,46.496267721665696,5.826346685332585,5.805316711666819
openml__skin-segmentation__9965,XGBoost,219254.66666666666,0.0009679308454170333,0.0023803107172214,0.0022729892477491,0.9999971561427333,0.9999702659738254,0.999964111953426,0.999801066081767,0.9994967218912376,0.9994287113359994,0.999801066081767,0.9994967218912376,0.9994287113359994,0.43443641566668134,0.41993415999999684,0.058208084333320635,0.05842243199996724
openml__skin-segmentation__9965,rtdl_FTTransformer,231745.0,0.008522516319698333,0.0086028590619072,0.008851033851758667,0.9997318418491142,0.9997002433529492,0.9996907161801566,0.9978049257398386,0.9978644685655214,0.9978236622323785,0.9978049257398386,0.9978644685655214,0.9978236622323785,586.2337859653326,3.54666081666619,0.4961619303333767,0.4953840543336507
openml__skin-segmentation__9965,rtdl_MLP,246665.66666666666,0.003143191204153267,0.0036348269363085995,0.0037877920960578,0.9999486714836759,0.9999235868769488,0.9999203436558884,0.9992178666462633,0.9991158627819038,0.9990614543377131,0.9992178666462633,0.9991158627819038,0.9990614543377131,535.5557962123318,1.2296825976666999,0.2010239920000458,0.1955389336671942
openml__skin-segmentation__9965,rtdl_ResNet,261255.66666666666,0.0021814230549895334,0.0025665322737827667,0.002571752703198833,0.9999715300770599,0.9999572002814886,0.9999526779961387,0.9994389043331888,0.9993607007807611,0.9993334965586659,0.9994389043331888,0.9993607007807611,0.9993334965586659,568.5415169459999,1.6402167616661245,0.26317823033362703,0.25662648266613053
openml__socmob__3797,CatBoost,12817.0,0.09074521665047201,0.1259458948907825,0.12117616333348406,0.994013253449528,0.9871794871794872,0.9888888888888889,0.9639249639249639,0.9683908045977012,0.9454022988505747,0.9639249639249639,0.9683908045977012,0.9454022988505747,0.5200543833333265,0.0036956946666653334,0.0008609820000013,0.0008532803333262
openml__socmob__3797,DANet,23813.0,0.12693590067081814,0.1758942412044638,0.2075736533694896,0.9873184458968772,0.9821937321937323,0.9642450142450142,0.9502164502164502,0.9626436781609197,0.9224137931034484,0.9502164502164502,0.9626436781609197,0.9224137931034484,42.642926695666524,0.07619004866661304,0.04038932800016914,0.04126783233317603
openml__socmob__3797,DecisionTree,39205.333333333336,0.14153109999744387,0.27246994077252995,0.45752220294576357,0.977659767610748,0.96994301994302,0.9596866096866096,0.9440836940836941,0.9454022988505747,0.9339080459770116,0.9440836940836941,0.9454022988505747,0.9339080459770116,0.0010969519999997667,0.00039469333333333337,0.00014864100000003334,0.0001261486666665
openml__socmob__3797,KNN,61393.666666666664,0.17466578582122627,0.5622234191292831,0.5485334312854888,0.9705632716049383,0.9521367521367522,0.9565527065527065,0.9256854256854257,0.92816091954023,0.9252873563218391,0.9256854256854257,0.92816091954023,0.9252873563218392,0.0007835339999996333,0.0213979036666665,0.0053952709999996,0.0052656886666666665
openml__socmob__3797,LightGBM,76118.66666666667,0.18985214504369594,0.16675311020627562,0.489430707102124,0.9897058823529411,0.9893162393162394,0.9589031339031339,0.9783549783549782,0.9568965517241379,0.9137931034482758,0.9783549783549782,0.9568965517241379,0.9137931034482761,0.0447548370000001,0.0040270459999994,0.00030639733333286665,0.0002751276666665
openml__socmob__3797,LinearModel,91176.0,0.18358174286181095,0.23171494544635962,0.22971380139798483,0.9725285947712418,0.9729344729344729,0.9725071225071226,0.9292929292929292,0.9310344827586207,0.9310344827586207,0.9292929292929292,0.9310344827586209,0.9310344827586209,0.012449061666666532,0.0008574416666666334,0.00027045966666656664,0.00021031966666646665
openml__socmob__3797,MLP,106293.33333333333,0.19359944631672574,0.19243943583274695,0.2408948524970499,0.9636165577342047,0.9648148148148148,0.9591168091168091,0.9235209235209235,0.9482758620689656,0.92816091954023,0.9235209235209235,0.9482758620689656,0.92816091954023,5.092913886333334,0.04392597533336817,0.0381571349999584,0.03828379666667436
openml__socmob__3797,NODE,119556.33333333333,0.3074715725626006,0.30703356451001657,0.31501026652838987,0.9660289578794482,0.9615384615384616,0.9609686609686611,0.943001443001443,0.9511494252873565,0.9339080459770116,0.943001443001443,0.9511494252873565,0.9339080459770116,97.72281038500114,0.2590467966659465,0.0493553200009652,0.04647301199990273
openml__socmob__3797,RandomForest,133914.0,0.07156667242831347,0.1292298490456222,0.33332668681668215,0.996914714960058,0.9853276353276353,0.9774928774928774,0.9776334776334776,0.9540229885057472,0.9396551724137933,0.9776334776334776,0.9540229885057472,0.9396551724137933,0.07067299133333398,0.015220696666667066,0.011097942999997968,0.009958141999998968
openml__socmob__3797,SAINT,140087.33333333334,0.04671503805256704,0.10287067876155594,0.15427148672415422,0.998479484386347,0.9887464387464386,0.9833333333333334,0.985930735930736,0.9712643678160919,0.9511494252873565,0.985930735930736,0.9712643678160919,0.9511494252873565,27.67862869599973,0.11903112266675935,0.06889075133343187,0.06875077966651587
openml__socmob__3797,STG,152245.33333333334,0.28153157533612766,0.27557987458575733,0.2760157746145095,0.9468557098765432,0.9502849002849003,0.9568376068376069,0.920995670995671,0.9396551724137931,0.92816091954023,0.920995670995671,0.9396551724137931,0.92816091954023,14.484057182999928,0.0051509169999614,0.0012763233333619333,0.0012226683333361667
openml__socmob__3797,SVM,163636.0,0.20350860809692975,0.2522885877807571,0.2707660669812752,0.9647750998547567,0.9656695156695158,0.9582621082621082,0.9303751803751803,0.9339080459770116,0.9310344827586207,0.9303751803751803,0.9339080459770116,0.9310344827586207,0.6702842556672598,0.0186137396667618,0.0025802983339720336,0.0024405399987396333
openml__socmob__3797,TabNet,175654.33333333334,0.10344196775183744,0.08748512655717133,0.14124822270726423,0.9895719862018882,0.9948717948717949,0.9837606837606837,0.9624819624819625,0.9683908045977012,0.9339080459770116,0.9624819624819625,0.9683908045977012,0.9339080459770116,31.578997254666735,0.12982221266661279,0.0167985420000557,0.017018910000002035
openml__socmob__3797,TabPFNModel,182181.0,0.10111262877215572,0.17437181253635883,0.1724015985978753,0.9912944807552652,0.975925925925926,0.9777777777777779,0.9577922077922079,0.9281609195402298,0.9224137931034484,0.9577922077922079,0.92816091954023,0.9224137931034484,0.0006091130000002667,1.3254776896666665,0.6842217099999992,0.7204565266666657
openml__socmob__3797,VIME,204130.66666666666,0.2864149617136041,0.2974230082944469,0.27937644492866925,0.9672567175018156,0.9502849002849002,0.9732193732193731,0.9123376623376623,0.9224137931034484,0.9195402298850576,0.9123376623376623,0.9224137931034484,0.9195402298850576,8.797158262666622,0.052728888333300895,0.050268364999965294,0.04747211666672984
openml__socmob__3797,XGBoost,219331.33333333334,0.08199239318027561,0.15267081526273046,0.16623693975917828,0.9984953703703704,0.9794159544159543,0.982905982905983,0.983044733044733,0.9540229885057472,0.9339080459770116,0.983044733044733,0.9540229885057472,0.9339080459770116,0.07114084566666767,0.0013959696666662,0.00048757733333336666,0.0017844323333318333
openml__socmob__3797,rtdl_FTTransformer,231797.0,0.0942318635608602,0.1114622499881079,0.16490033523419775,0.9916757443718227,0.9881766381766383,0.9735042735042735,0.965007215007215,0.9770114942528737,0.942528735632184,0.965007215007215,0.9770114942528737,0.942528735632184,7.417004001666659,0.06637213400006677,0.0521820976666352,0.05030069266662443
openml__socmob__3797,rtdl_MLP,246715.33333333334,0.1081589425831882,0.1889425133756758,0.1756134955861741,0.9889002360203341,0.9784900284900285,0.9787749287749289,0.9538239538239538,0.9568965517241379,0.9310344827586207,0.9538239538239538,0.9568965517241379,0.9310344827586207,5.021341671000035,0.054252205000049465,0.04850224666669567,0.0483551199999965
openml__socmob__3797,rtdl_ResNet,261310.66666666666,0.06586539239120133,0.1270172559324013,0.1625112429553488,0.9986882716049382,0.988176638176638,0.9850427350427351,0.9841269841269842,0.9597701149425287,0.9339080459770116,0.9841269841269842,0.9597701149425287,0.9339080459770116,10.802933577000053,0.06221216599995686,0.05466120599999153,0.05469769166673657
openml__solar-flare__2068,DANet,23901.333333333332,0.0744182499429778,0.0984803613345525,0.19344200249526097,0.651314717277448,0.5754716981132075,0.17452830188679244,0.9964788732394366,0.9937694704049843,0.9937694704049843,0.9952423730332741,0.990668831263803,0.990668831263803,23.666434010666688,0.0512028240000077,0.03269600333328287,0.0326573599999413
openml__solar-flare__2068,DecisionTree,39294.666666666664,0.006034009814611066,0.3240484098269401,0.21578507585225148,0.9953642742849523,0.5566037735849056,0.6061320754716981,0.998435054773083,0.9906542056074766,0.9937694704049843,0.9979401794727215,0.9875535664662952,0.9922191508343937,0.0014832776666664001,0.0006924246666666,0.00021041366666670001,0.0001658073333336
openml__solar-flare__2068,KNN,61482.0,0.0109118532654668,0.22387443160573262,0.11627699735367442,0.9405608136221427,0.660377358490566,0.7441037735849056,0.9960876369327073,0.9906542056074766,0.9937694704049843,0.9941353665444616,0.9860032468957044,0.990668831263803,0.0016433216666666666,0.023136137999999733,0.006116683666666634,0.005916210333333234
openml__solar-flare__2068,LightGBM,76205.0,0.136535935801428,0.0013668270711674668,0.11553552698625047,0.6380367487462126,1.0,0.5188679245283019,0.9890453834115807,1.0,0.9937694704049843,0.991570952377991,1.0,0.9927309794899083,0.04725112966666597,0.002826761000000233,0.0003101769999993333,0.00027349633333286665
openml__solar-flare__2068,LinearModel,91266.0,0.010465743448925766,0.04028648411727143,0.03213879720029603,0.9494491762413789,0.9654088050314465,0.964622641509434,0.9964788732394366,0.9906542056074766,0.9937694704049843,0.9949170342809563,0.9875535664662952,0.9922191508343937,0.013367538000000033,0.0021231649999999,0.0004194459999998,0.0002841813333330667
openml__solar-flare__2068,MLP,106377.0,0.06738514739590823,0.17034772904842013,0.13634505989215967,0.359848179693461,0.2264150943396226,0.08844339622641505,0.9960876369327073,0.9906542056074766,0.9937694704049843,0.9941353665444616,0.9860032468957044,0.990668831263803,6.928102253000001,0.04599708800000054,0.041487317333334134,0.04028691166666573
openml__solar-flare__2068,NODE,119605.0,0.12629179652424669,0.14171182512772787,0.13287665358399303,0.7955637628928347,0.9009433962264151,0.9716981132075472,0.9960876369327073,0.9906542056074766,0.9937694704049843,0.9941353665444616,0.9860032468957044,0.990668831263803,49.965805046333344,0.16032533333333035,0.036298513000005465,0.03597246300000017
openml__solar-flare__2068,RandomForest,133998.0,0.0067917250893330325,0.13201596259742626,0.11632458365980208,0.9997163391139656,0.7955974842767296,0.839622641509434,0.9980438184663537,0.9906542056074766,0.9937694704049843,0.9973927941905253,0.9860032468957044,0.990668831263803,0.12032878099999995,0.027398022666666664,0.0171006340000001,0.016608084333333332
openml__solar-flare__2068,SAINT,140156.0,0.0129573567067272,0.0352000998062639,0.022208917415960105,0.9041455387149266,0.988993710691824,0.9976415094339621,0.9960876369327073,0.9906542056074766,0.9937694704049843,0.9941353665444616,0.9860032468957044,0.990668831263803,17.01260857,0.0841284813333326,0.059284958000000366,0.05877249800000087
openml__solar-flare__2068,STG,152322.0,0.0255614401965641,0.05722256644659399,0.03988457360229453,0.7775533801018834,0.8443396226415095,0.8773584905660378,0.9960876369327073,0.9906542056074766,0.9937694704049843,0.9941353665444616,0.9860032468957044,0.990668831263803,11.734434644333334,0.0066577906666663,0.0013945803333339666,0.001471640666665033
openml__solar-flare__2068,SVM,163716.0,0.019185154043076635,0.05627962749938661,0.04018960092712557,0.7632057414938774,0.7405660377358491,0.8042452830188679,0.9964788732394366,0.9906542056074766,0.9937694704049843,0.9949170342809563,0.9860032468957044,0.990668831263803,0.009507657333333367,0.0022664469999998664,0.00039444699999979994,0.00036954099999993335
openml__solar-flare__2068,TabNet,175744.33333333334,0.13114378969711984,0.004788754969246433,0.22355258832431432,0.6926502661905856,1.0,0.6933962264150944,0.994131455399061,1.0,0.9906542056074766,0.994052398918506,1.0,0.9891038860368858,14.473534472666705,0.09885400333337434,0.014258716666686133,0.0142604160000073
openml__solar-flare__2068,TabPFNModel,182271.0,0.0076774892102837,0.04056701076248293,0.029652787477602898,0.9533000502502635,0.9732704402515724,0.9528301886792453,0.9972613458528952,0.9906542056074766,0.9937694704049843,0.9961808815191193,0.9860032468957044,0.990668831263803,0.0008197093333338666,1.6770204143333334,0.9173365703333319,0.9209399546666658
openml__solar-flare__2068,VIME,204213.0,0.09651770150068772,0.2537955944412025,0.18158920680257803,0.5320806495124366,0.4992138364779874,0.41627358490566035,0.9960876369327073,0.9906542056074766,0.9937694704049843,0.9941353665444616,0.9860032468957044,0.990668831263803,4.344590864666666,0.0440455476666669,0.03862492600000123,0.038495523666666
openml__solar-flare__2068,XGBoost,219417.0,0.005954254746314233,0.0517551619613926,0.0315082196564764,0.9999127256631922,0.9449685534591193,0.9716981132075472,0.9988262910798124,0.9906542056074766,0.9937694704049843,0.9986571008942805,0.9875535664662952,0.990668831263803,0.3907949843333333,0.003042803000000434,0.0006440209999996334,0.0015564210000000335
openml__solar-flare__2068,rtdl_FTTransformer,231873.0,0.05415784072364437,0.130207652060891,0.08848136162398451,0.48113292429371834,0.47955974842767296,0.535377358490566,0.9960876369327073,0.9906542056074766,0.9937694704049843,0.9941353665444616,0.9860032468957044,0.990668831263803,17.575965316666668,0.07478115566666683,0.05439305033333137,0.052468732333331
openml__solar-flare__2068,rtdl_MLP,246798.0,0.05631365108572677,0.12696661886084118,0.08195339780070234,0.7953664503559496,0.8875786163522013,0.9858490566037736,0.9960876369327073,0.9906542056074766,0.9937694704049843,0.9941353665444616,0.9860032468957044,0.990668831263803,2.192479544,0.0493226156666667,0.043317793333333236,0.04275778599999977
openml__solar-flare__2068,rtdl_ResNet,261387.0,0.013283710097125466,0.091456302478603,0.04366189858659834,0.9423103515543012,0.3003144654088051,0.75,0.998435054773083,0.9906542056074766,0.9937694704049843,0.9979401794727215,0.9860032468957044,0.990668831263803,10.026626596333331,0.057746688666666,0.050942698000001195,0.05037624500000007
openml__sonar__39,CatBoost,12905.0,0.07203664762827093,0.3244223082311683,0.36393494696279965,1.0,0.9303030303030302,0.9208754208754208,1.0,0.9047619047619048,0.8412698412698413,1.0,0.9047619047619048,0.8412698412698413,3.2845468659999817,0.0010015989999961,0.0008318796666498333,0.0008054089999529668
openml__sonar__39,DANet,24001.333333333332,0.1435797857142929,0.18449513044352114,0.9606910113249286,0.9942161459015392,0.9787878787878789,0.8875420875420875,0.9518072289156626,0.9682539682539684,0.7936507936507936,0.9518072289156626,0.9682539682539684,0.7936507936507936,23.04262483333332,0.037754291666715234,0.035254296666607794,0.0361146286666856
openml__sonar__39,DecisionTree,39399.666666666664,0.03175701427605117,8.368744695981658,10.102429319013847,0.9951602704411693,0.7106060606060606,0.6585016835016835,0.9919678714859438,0.7142857142857143,0.6349206349206349,0.9919678714859438,0.7142857142857143,0.6349206349206349,0.004108652333333367,0.00019150899999993332,0.00011319266666653335,9.600266666668726e-05
openml__sonar__39,KNN,61590.666666666664,0.31397459917860676,1.4814669359988215,1.4783163567345792,0.9332892450869977,0.8393939393939394,0.8401795735129068,0.8473895582329317,0.8253968253968255,0.7936507936507936,0.8473895582329317,0.8253968253968255,0.7936507936507936,0.0005749133333327333,0.007051528333333167,0.004901960333333066,0.005008023999999667
openml__sonar__39,LightGBM,76300.66666666667,1.8886057906992038,0.4307037458942728,2.038103489757385,0.9408774745853398,0.9636363636363635,0.858641975308642,0.9176706827309237,0.873015873015873,0.746031746031746,0.9176706827309237,0.873015873015873,0.746031746031746,0.03790379233333314,0.0004909270000006666,0.00018232633333363336,0.0001555563333314
openml__sonar__39,LinearModel,91356.0,0.435251440974563,0.5435495329441958,0.48368348855224125,0.9183788277889401,0.7909090909090909,0.8814253647586981,0.8514056224899599,0.746031746031746,0.8095238095238094,0.8514056224899599,0.746031746031746,0.8095238095238094,0.028920159333333303,0.004893378333333234,0.0004116823333333666,0.0008055003333334001
openml__sonar__39,MLP,106479.0,0.1348570548820441,0.3509353459493944,0.5194155294411179,0.9912959231779457,0.9121212121212121,0.9055555555555556,0.9598393574297188,0.873015873015873,0.8253968253968255,0.9598393574297188,0.873015873015873,0.8253968253968255,4.465366340333351,0.041404510000006604,0.042193088666711696,0.040430327333410766
openml__sonar__39,NODE,119664.66666666667,0.3886834625379148,0.45774845991815843,0.468854080116938,0.9860945858136869,0.915151515151515,0.9361391694725029,0.9718875502008033,0.8888888888888888,0.8571428571428571,0.9718875502008033,0.8888888888888888,0.8571428571428571,14.781390352999976,0.024331294666577435,0.017910777666489897,0.01797805366671783
openml__sonar__39,RandomForest,134094.66666666666,0.14800487373929153,0.41387945889511163,0.43556918001512607,1.0,0.9363636363636364,0.9059483726150394,0.9959839357429718,0.8888888888888888,0.8412698412698413,0.9959839357429718,0.8888888888888888,0.8412698412698413,0.0820631439999986,0.014860749666664933,0.011056863666667567,0.010792849999999432
openml__sonar__39,SAINT,140234.0,0.20848842439183324,0.22546464552463488,0.3400165332836516,0.9693572657055802,0.9666666666666667,0.9452300785634119,0.9317269076305221,0.9682539682539684,0.8888888888888888,0.9317269076305221,0.9682539682539684,0.8888888888888888,39.41506992166675,0.09169492033349035,0.08642837033312388,0.0860339163330839
openml__sonar__39,STG,152434.66666666666,0.2467120519445799,0.3856553899194483,0.4054681835224896,0.9552065443919376,0.9333333333333332,0.902749719416386,0.9056224899598394,0.873015873015873,0.8095238095238096,0.9056224899598394,0.873015873015873,0.8095238095238096,4.148396636999981,0.0017790643333719998,0.0009457360000055667,0.000910565999978
openml__sonar__39,SVM,163822.66666666666,0.10935436597984403,0.3279750386844426,0.3159469994404424,0.9999513595019214,0.9424242424242424,0.9482042648709315,0.9959839357429718,0.9047619047619048,0.9047619047619048,0.9959839357429718,0.9047619047619048,0.9047619047619048,0.011114760333333367,0.001960119666666867,0.00040569633333336665,0.00033015633333326666
openml__sonar__39,TabNet,175840.66666666666,10.652241278447791,3.8477724731443406,11.073359464250862,0.5497651147229798,0.8545454545454545,0.4968013468013468,0.538152610441767,0.8253968253968255,0.4761904761904761,0.538152610441767,0.8253968253968255,0.4761904761904761,3.667680553666628,0.026870844666670234,0.0124325403333311,0.012471899999998865
openml__sonar__39,TabPFNModel,182361.0,0.02009232517178833,0.39860378683448605,0.3590084615889715,1.0,0.9212121212121213,0.9239618406285072,1.0,0.8571428571428571,0.8095238095238096,1.0,0.8571428571428571,0.8095238095238096,0.0004457333333333,0.6960819450000001,0.38391839500000025,0.38229574033333336
openml__sonar__39,VIME,204312.66666666666,0.5204604443267407,0.554972228786302,0.5502751353122886,0.90039260053305,0.8575757575757575,0.8420314253647586,0.8253012048192772,0.8571428571428571,0.7777777777777777,0.8253012048192772,0.8571428571428571,0.7777777777777777,6.596818034666654,0.0416048046666427,0.04021255666665973,0.040317458666621
openml__sonar__39,XGBoost,219521.0,0.09891962904806724,0.4247806597027986,0.44601501163191326,0.9997081570115278,0.9090909090909091,0.8845117845117846,0.9939759036144579,0.873015873015873,0.8412698412698413,0.9939759036144579,0.873015873015873,0.8412698412698413,0.10832246333333369,0.0010102099999986334,0.00042534733333290004,0.0003698073333329667
openml__sonar__39,rtdl_FTTransformer,231979.0,0.20794123332072276,0.23782089727354183,0.48655515467186294,0.9680551969877813,0.9848484848484849,0.8712682379349047,0.9176706827309237,0.9365079365079366,0.8412698412698413,0.9176706827309237,0.9365079365079366,0.8412698412698413,9.142524165000063,0.056393066000073995,0.0505756266666613,0.050353610000077674
openml__sonar__39,rtdl_MLP,246889.66666666666,0.16240794140636916,0.3893557409977268,0.6029493065605435,0.9777226518799552,0.9242424242424243,0.8962962962962964,0.9357429718875503,0.9047619047619048,0.8253968253968255,0.9357429718875503,0.9047619047619048,0.8253968253968255,3.164297154333339,0.040591513333349434,0.04186946266667604,0.04133371233333167
openml__sonar__39,rtdl_ResNet,261488.33333333334,0.08027669260848687,0.1061386040852258,0.5809078473098094,0.9998543123543123,0.9878787878787879,0.9328843995510662,0.9799196787148595,0.9841269841269842,0.8412698412698413,0.9799196787148595,0.9841269841269842,0.8412698412698413,4.085282813666652,0.045394867666667865,0.04583290666666543,0.047224875333313265
openml__soybean__41,CatBoost,13005.0,0.16309866557121375,0.24963009683043944,0.27104032183998394,0.999723609871729,0.9986005823887565,0.9977239910475779,0.9639345364116007,0.9467888604717251,0.9178743961352658,0.9635454064227821,0.9449956837357564,0.9135542351930438,3.469546906666892,0.02949530566669027,0.009339283333247267,0.006641411666578233
openml__soybean__41,DANet,24086.666666666668,0.05977662887426427,0.16881692397039974,0.3237120439560462,0.9999416192164166,0.9997039924915168,0.9987875724977738,0.9767752125550291,0.9564506962205171,0.8985507246376812,0.9763735637136636,0.9548402478204605,0.8949323410663713,33.997150556000065,0.05060607400008616,0.035184971333232264,0.03450028699993857
openml__soybean__41,DecisionTree,39486.666666666664,0.08367591681599107,0.9655432300835507,1.7643265042221679,0.9992667532918335,0.9895675402498015,0.9844322311265131,0.9608775526206719,0.9224921852799092,0.9082125603864735,0.9604378227327525,0.9176749342765405,0.9040619321949245,0.011435098333360266,0.007324465000010567,0.0021152563333354,0.0007061879999809666
openml__soybean__41,KNN,61676.666666666664,0.3195792166132773,1.6893955545135562,1.5375485308613086,0.9962148086198873,0.9743093458956033,0.97439956200515,0.8673667820456812,0.8350383631713555,0.8019323671497585,0.8652531101773998,0.8215693669619726,0.7831100777132095,0.005493667999994967,0.0887943783333374,0.039785710999988504,0.0475434656666777
openml__soybean__41,LightGBM,76394.0,0.14257181214215467,0.21177631771503233,0.28793721340722056,0.999801684499715,0.999576444540707,0.9985660481794335,0.9792183351816379,0.9612816140949133,0.9227053140096618,0.979051853695379,0.9606867291369467,0.9211363647694245,2.2508661073333465,0.1105489743333123,0.015739361333316933,0.015648039000003135
openml__soybean__41,LinearModel,91446.0,0.2308638301247227,0.34381059254678514,0.3748302856470569,0.9989878443735475,0.9967227396337209,0.9962826390392993,0.9382666263400208,0.8934356351236147,0.8647342995169082,0.9382676512568665,0.894640514205439,0.8608820693522539,0.05520391299999974,0.0128262553333331,0.0010531969999999999,0.0008455116666666
openml__soybean__41,MLP,106573.33333333333,7.432104847478549,7.747686508072149,8.272200121854292,0.6868760699740836,0.6796968630423796,0.6813094120761436,0.6350920231654177,0.597257743677181,0.5555555555555555,0.5185560045134106,0.4868206576680126,0.44727387768327026,10.500131371666612,0.04858113366659223,0.04581806033331757,0.04477834866668217
openml__soybean__41,NODE,119731.0,1.839516087364685,1.8770098611352524,1.8752038864697813,0.9991776210210829,0.997580198782278,0.9961525040309965,0.919929204332874,0.8544330775788577,0.8647342995169082,0.909956742129025,0.8373674721951745,0.8517284832701209,198.2520188556664,0.6298473503331934,0.18962185666669026,0.1900786849999652
openml__soybean__41,RandomForest,134190.33333333334,0.21274042387409822,0.30311100335411817,0.32781651560265307,0.9996400044446038,0.9985380116959064,0.9973834620845666,0.9633206752472808,0.932225063938619,0.8888888888888888,0.9626762061799953,0.9285559765784152,0.8866277456475778,0.276936145999997,0.09177015866669076,0.06547653200001943,0.04754036133332793
openml__soybean__41,SAINT,140289.33333333334,0.03472378132614453,0.1540868934368349,0.34889071644259223,0.9999669921463562,0.9992410896926817,0.998114095251847,0.9889930660572862,0.9467178175618073,0.9178743961352657,0.9889575552657925,0.9470184412437744,0.914695198786334,35.524446029333326,0.08218637200000006,0.06569788500000107,0.06593341333337337
openml__soybean__41,STG,152512.33333333334,0.1044445726562613,0.24410868829048604,0.32786453227008633,0.9997106396542269,0.9985963708998146,0.9962564676437321,0.9828959012445252,0.9321540210287013,0.8937198067632851,0.9829329673926197,0.9315569341559828,0.8911609929781958,9.818292152333319,0.004308123333354733,0.0012037689999336001,0.0013157809999786666
openml__soybean__41,TabNet,175941.0,0.36397011711163807,0.2655460971789376,0.9667202113847154,0.9980507779475709,0.9984826606983853,0.9862630856977835,0.9315421581476627,0.951619778346121,0.859903381642512,0.9327827941547686,0.9487543667850572,0.8529629819552196,16.899081059999997,0.0607386340000175,0.012239977000414534,0.012240612999827668
openml__soybean__41,VIME,204405.33333333334,8.681463212355775,9.032493045753101,9.301662556538048,0.6278324359195349,0.6238713811277165,0.6230990241378481,0.5977887555869207,0.5680591077010514,0.5507246376811594,0.4855608625929879,0.46196497954383714,0.4449254626061733,15.131581464333332,0.0473591686667068,0.04232062766671633,0.0408668000000697
openml__soybean__41,XGBoost,219606.66666666666,0.0657235000601748,0.1786140950111689,0.23220467559682825,0.999972499382519,0.9991763530912329,0.9984255047770317,0.9908268082580011,0.951619778346121,0.9227053140096618,0.9907816710363971,0.9499718288720848,0.9204415650119033,0.8025700210000067,0.009426746666666867,0.0042060163333283666,0.002839588666662733
openml__soybean__41,rtdl_FTTransformer,232055.33333333334,0.25637886139257976,0.2182806644419296,0.5079023990659762,0.989914558066511,0.9948968786850528,0.9806593386759079,0.9663765388536031,0.9709434498437055,0.9227053140096618,0.9660090254610195,0.9705114412914924,0.9180865544676774,16.860400545666607,0.08231672100002163,0.0561330586666978,0.05795386799998894
openml__soybean__41,rtdl_MLP,247000.66666666666,3.2124335885449415,3.647446259299182,3.9751146840110967,0.934766772744181,0.9413217758043945,0.9338766154068298,0.9021854801671315,0.888533674339301,0.8695652173913043,0.8762482658915958,0.8610004094557869,0.8404147916493289,6.7927773179999535,0.0522737473333639,0.047553121333407895,0.04441269166670733
openml__soybean__41,rtdl_ResNet,261570.0,0.16410251440903056,0.27763481388075295,0.6614139078840525,0.9981820028416206,0.9950742425336317,0.9928724761148414,0.9767763327396355,0.9661125319693095,0.9033816425120773,0.9767365279501168,0.9662460178579441,0.9032689709496816,8.198280217666726,0.0503898053333203,0.04488851733333137,0.044609298333315395
openml__spambase__43,CatBoost,13097.666666666666,0.0907036257881317,0.10756339406887633,0.13046936157443847,0.9951439239802603,0.9922212918754912,0.9891415474497397,0.9768166141053353,0.9731884057971015,0.954394982552108,0.9768166141053353,0.9731884057971015,0.954394982552108,1.5228660573333326,0.014871048333318933,0.008850313000017632,0.004760107333351434
openml__spambase__43,DANet,24172.0,0.06815806208351398,0.15480248685207718,0.23166707316226873,0.9972211639664167,0.9897329164517267,0.9778023498724356,0.9762728159487222,0.968840579710145,0.9478669558929863,0.9762728159487222,0.968840579710145,0.9478669558929863,223.73212680633392,0.33484195499931957,0.06238016766686383,0.06298697966758476
openml__spambase__43,DecisionTree,39585.666666666664,0.14663932641955846,0.6897273300236505,0.9897472006066962,0.9696405721440836,0.9368524366394365,0.9150373544954654,0.9607863677167122,0.9434782608695652,0.9239869219403314,0.9607863677167122,0.9434782608695652,0.9239869219403314,0.15761958233333362,0.007439514000003134,0.004602628333334867,0.0050961469999993665
openml__spambase__43,KNN,61763.333333333336,0.32774194716250027,0.9787512213937006,1.1631022851787105,0.9239785421863576,0.877928804956137,0.8625139826694711,0.8430564168133264,0.8101449275362319,0.790746329655129,0.8430564168133264,0.8101449275362319,0.790746329655129,0.0212090636666659,0.7497097896666699,0.1698677173333322,0.12153242633334331
openml__spambase__43,LightGBM,76480.33333333333,0.010953114032112035,0.09904470450952386,0.1272699851217046,0.9999976803216776,0.9946137596853238,0.9911026867977436,0.9992754853556649,0.9731884057971015,0.9572872457480587,0.9992754853556649,0.9731884057971015,0.9572872457480587,2.296904337666667,0.057861152000000894,0.007723548000002433,0.007738879666664
openml__spambase__43,LinearModel,91536.0,0.24031565944195035,0.23296214335329782,0.24071697617090457,0.9657832532038203,0.9740743331951635,0.9672435512537625,0.9182216798759001,0.9347826086956522,0.9319375019648527,0.9182216798759001,0.9347826086956522,0.9319375019648527,0.11475624966666649,0.0029503573333332666,0.0007681563333332333,0.0005729310000000333
openml__spambase__43,MLP,106660.66666666667,0.14510769347790695,0.14209606950101303,0.2275651107747861,0.9861205537109177,0.9871801402658699,0.978921506538123,0.9478353639330837,0.9565217391304347,0.9449794083435507,0.9478353639330837,0.9565217391304347,0.9449794083435507,18.628562978666803,0.06829456866671525,0.049928748000032365,0.04970178133332104
openml__spambase__43,NODE,119747.33333333333,0.14004569847478512,0.15512420090212337,0.16298005935349844,0.984642068310059,0.9890946936549806,0.9877230910533301,0.9721061000673257,0.9644927536231883,0.9543871231412494,0.9721061000673257,0.9644927536231883,0.9543871231412494,398.45701524033285,0.5657583319996888,0.07414505333360917,0.07508033433388536
openml__spambase__43,RandomForest,134287.0,0.12268626162063927,0.15484913554916993,0.17560973265640512,0.9948470862774785,0.9894127844264972,0.9857243591868795,0.9702955639811174,0.9637681159420289,0.9515042912383288,0.9702955639811174,0.9637681159420289,0.9515042912383288,0.44299603899999934,0.06962957533333554,0.051664131000003666,0.05052061699999947
openml__spambase__43,SAINT,140313.33333333334,0.0727674369961993,0.08305044167190927,0.11203501683355122,0.9957986338067256,0.995187395748216,0.9914171699388686,0.9758190069254967,0.9724637681159422,0.9587349492282059,0.9758190069254967,0.9724637681159422,0.9587349492282059,263.949462334,0.3024444006669,0.08927816599983386,0.08850055333308164
openml__spambase__43,STG,152599.66666666666,0.13413233740609887,0.13760449855317378,0.1597276111371619,0.9865116442997114,0.9865528500125368,0.9834569777712038,0.9539024081751571,0.9586956521739131,0.942807067182244,0.9539024081751571,0.9586956521739131,0.942807067182244,54.22000384633321,0.017537037333262565,0.0027100289999258,0.0025195046665681333
openml__spambase__43,SVM,163891.0,0.23026454931243143,0.28003623906093567,0.2694876443688811,0.9835396127504147,0.9739499077150325,0.9764291839599335,0.9480167448196575,0.946376811594203,0.9420808576189129,0.9480167448196575,0.946376811594203,0.9420808576189129,404.88846908233364,0.9166195066657868,0.1149351756672937,0.11633097533437341
openml__spambase__43,TabNet,176013.66666666666,0.10925045628853074,0.11021339430017156,0.17380800914659086,0.9915867718176545,0.9916346187420221,0.9815057088206309,0.9618723399438559,0.9623188405797102,0.9507655066176239,0.9618723399438559,0.9623188405797102,0.9507655066176239,119.00996185733318,0.5025981046664564,0.06956915700010309,0.06990775799966777
openml__spambase__43,VIME,204493.33333333334,0.2517503418969948,0.2431579851941933,0.25427968591271094,0.9768646748181857,0.9793875725159215,0.9741455801446518,0.9349756042584522,0.9398550724637681,0.9384623848596308,0.9349756042584522,0.9398550724637681,0.9384623848596308,40.7101664970005,0.07484819666630448,0.0509456309994978,0.051465792333450104
openml__spambase__43,XGBoost,219694.33333333334,0.03830702950640374,0.09947314709323411,0.11975151180299097,0.9996232571750413,0.9930460743550782,0.9905712438202575,0.9928453348373353,0.9710144927536234,0.9536734886352919,0.9928453348373353,0.9710144927536234,0.9536734886352919,0.5570797449999959,0.025941970999996938,0.0050942473333369,0.004881035333333667
openml__spambase__43,rtdl_FTTransformer,232151.0,0.08842330934193864,0.10579841735906075,0.153889200715431,0.9943984717132607,0.9915015019684804,0.9834269415378722,0.9694801497308939,0.9688405797101449,0.9529394196611022,0.9694801497308938,0.9688405797101449,0.9529394196611022,36.82032967366649,0.3122782613336312,0.07918781866707526,0.07832936066673327
openml__spambase__43,rtdl_MLP,247085.66666666666,0.12254006812641964,0.1706757303835731,0.254898465471239,0.9902528681259618,0.9840019126053496,0.9742955487907915,0.9571637944950372,0.9594202898550724,0.9406331541387658,0.9571637944950372,0.9594202898550724,0.9406331541387658,14.466878107333343,0.069024079666633,0.04658681933331837,0.045680821666602776
openml__spambase__43,rtdl_ResNet,261670.66666666666,0.15686391046247103,0.1538847473978013,0.1745565713661339,0.9841984008280896,0.9853409746496169,0.9801720244978543,0.943217373587045,0.9557971014492753,0.937734603414128,0.943217373587045,0.9557971014492753,0.937734603414128,15.729639365333393,0.07530505633333934,0.04576467433336493,0.047418387000031204
openml__splice__45,CatBoost,13187.0,0.0745585855995025,0.13042139376514497,0.12575555259902868,0.9984296448363875,0.993196029559666,0.9931366853444774,0.9751828631138976,0.9644723092998954,0.9592476489028213,0.9752150766838795,0.9645058635801455,0.9592844140830575,2.838312496666655,0.12052675666662553,0.0229492003333386,0.023469203666688
openml__splice__45,DANet,24248.666666666668,0.0037974996316289,0.4771284278024099,0.5576821323505171,0.9999922345720688,0.9810086017878225,0.9788097424461061,0.9988244514106582,0.9320794148380355,0.910135841170324,0.9988233575978033,0.9322692738423353,0.9102273140745581,94.38965781399929,0.18056244400092203,0.0339924766667536,0.03343006700076023
openml__splice__45,DecisionTree,39670.333333333336,0.0965120207710758,1.5930671239130312,1.4291231748130284,0.9946867170956061,0.9483118132468782,0.9552438422568291,0.9670846394984326,0.9216300940438872,0.9164054336468129,0.9672779249920037,0.9218294059622757,0.9169395869997552,0.0766363903333342,0.016043479999999197,0.003965259000002133,0.0028526489999981335
openml__splice__45,KNN,61851.666666666664,0.7002209483643534,0.8000430536606795,0.8064496916993223,0.9211245643685498,0.8788228606410424,0.8828029834523341,0.7203500522466039,0.6980146290491117,0.6750261233019854,0.7160107401268038,0.6928446546465676,0.671017872948394,0.08339567266667318,1.74717444033332,0.2623532463333333,0.24031561699999313
openml__splice__45,LightGBM,76570.0,0.0716946476613443,0.12394354053222463,0.1253722067746943,0.9988134360841103,0.9936395494837053,0.9938300756482574,0.9852403343782653,0.9696969696969697,0.9655172413793102,0.9852569708899317,0.9697144907697773,0.9656272190863612,1.1412608943333353,0.07210181033333578,0.011892098666667834,0.011506174666665732
openml__splice__45,LinearModel,91626.0,0.3698136523173136,0.48969621157277876,0.46461223695934856,0.9594810801912109,0.9331977786523241,0.9404202819787235,0.8564524555903866,0.8035527690700105,0.8171368861024034,0.8570725944044217,0.8037809868560041,0.817267630439907,0.061372167999999894,0.032839445999999904,0.004824901999999833,0.004371571666666567
openml__splice__45,MLP,106756.33333333333,0.44066543017502063,1.1960413099319005,1.229440314358284,0.980298315339493,0.9455869767558078,0.9444894211127979,0.9638192267502612,0.8432601880877743,0.8369905956112853,0.9638417258271225,0.8430339477929815,0.83699430163939,13.014396716666662,0.06877308033335787,0.048448728999953,0.05037100799999427
openml__splice__45,NODE,119757.33333333333,0.11410524736352207,0.2808221132108161,0.28491628325720436,0.9961265514549776,0.978352479651181,0.9770987550208331,0.9929467084639497,0.922675026123302,0.9205851619644724,0.9929413020058107,0.922250974252822,0.9205446680340699,237.93517818333308,0.45585365133364536,0.07579825566699579,0.07551041199977243
openml__splice__45,RandomForest,134382.33333333334,0.16217149404790293,0.33749558245924294,0.3321207262023554,0.9999508286481817,0.9905374087192268,0.9912283003192095,0.9971264367816092,0.9477533960292582,0.9519331243469175,0.997128568806437,0.9476910288164374,0.9520029320567619,0.7264335236666675,0.1650692310000015,0.07708068399999844,0.07606660899999669
openml__splice__45,SAINT,140382.33333333334,0.04876702270280033,0.13642907384046618,0.1345716563418181,0.9987247205148319,0.9938013405545875,0.9941086811216682,0.9879832810867294,0.9665621734587252,0.9529780564263323,0.9879968447078035,0.9665681650747175,0.9530119568220486,26.675979777667106,0.1406426306666617,0.06885034399988393,0.06916405566645757
openml__splice__45,STG,152693.66666666666,0.018791835597390366,0.2958298541792131,0.3289026032119342,0.9998588096417098,0.9808324431701054,0.9771349862258952,0.9979101358411703,0.9205851619644724,0.9184952978056428,0.9979104121834417,0.9212788572887858,0.9189992717857608,32.08208347799988,0.015822377333734,0.0025425350002781333,0.0024401709997618334
openml__splice__45,SVM,163976.0,0.06663103021082337,0.39167431793657626,0.3778599697914928,0.9985097736301114,0.9555368152770751,0.9589331784136977,0.9851097178683386,0.8401253918495298,0.8443051201671891,0.9851054041211841,0.8395431698895784,0.843628511404925,7.399830102333348,1.5119070146666675,0.18891546333331097,0.18917976900002684
openml__splice__45,TabNet,176113.0,0.0425037024472703,0.19613622949449283,0.3148891418115307,0.9988819912621222,0.9881936245572609,0.9831137597371365,0.9871995820271682,0.9623824451410657,0.9393939393939394,0.9872296341194865,0.9624682277507216,0.9394206992603831,42.16348747133361,0.2800587316669407,0.06821781100067403,0.04141916233311347
openml__splice__45,VIME,204584.33333333334,0.2483663934163268,0.6641208130353314,0.6830872640561177,0.981658446172271,0.9346407800953256,0.9327055340042354,0.9450104493207941,0.812957157784744,0.787878787878788,0.9447629657400111,0.8084753970326499,0.7832927379795686,33.03301395699979,0.06330392500012746,0.04613575599993657,0.04466939499995223
openml__splice__45,XGBoost,219787.0,0.032883876633018935,0.12939014697500056,0.13590600475363399,0.9999773874855965,0.9936520430026924,0.9941505344102747,0.9968652037617556,0.9655172413793104,0.9571577847439916,0.996868223396619,0.9655738280348455,0.9572801723312062,0.3310696476666758,0.0201302059999998,0.0054218236666609,0.0048792250000057
openml__splice__45,rtdl_FTTransformer,232244.66666666666,0.13360402561175833,0.2593084190484584,0.35368733114041584,0.9921160065902536,0.9836459836459835,0.9849787297839246,0.9831504702194357,0.9686520376175549,0.9508881922675027,0.9831699122650717,0.968610823254782,0.9509838934902076,45.78665648633349,0.25206665100010167,0.07339787166658117,0.07145936266654944
openml__splice__45,rtdl_MLP,247169.0,0.37152021503492816,0.3844159375247222,0.625006015576895,0.9913673939609082,0.9914003985432557,0.9862071550383238,0.9762277951933126,0.9655172413793104,0.948798328108673,0.9762535790905721,0.9654948053890409,0.9488102936553386,4.42251469100006,0.06866491200003107,0.047862226333336304,0.04756928833338253
openml__splice__45,rtdl_ResNet,261764.0,0.09422519127996089,0.20253415469609057,0.2365169671257722,0.9963240871180131,0.9910952443419977,0.9920756732445044,0.9905956112852664,0.9644723092998956,0.9592476489028213,0.9906014780716097,0.964454238952524,0.9594532392468458,9.109749898333328,0.07272129433336731,0.048414121333356236,0.0480615753333495
openml__steel-plates-fault__146817,CatBoost,13280.666666666666,0.35514417474361526,0.5231261210642221,0.5489624814806633,0.9924625762642206,0.9740018516748874,0.9699211586685615,0.8978035251580468,0.7972508591065292,0.7855405762622257,0.8977780413791349,0.794468579385303,0.7853496593821666,0.9885665383333541,0.019602154666661865,0.010611648333337999,0.0048699760000469
openml__steel-plates-fault__146817,DANet,24339.0,0.34117833045038254,0.7642566776943461,0.846646540695744,0.9906319604579098,0.968525076901408,0.9595371951734221,0.8761274044472178,0.8024054982817871,0.7632566745968807,0.8757361753712276,0.7996957306295797,0.764159655693482,126.12809045166694,0.11001116833278951,0.0323055756665174,0.0315731866661887
openml__steel-plates-fault__146817,DecisionTree,39755.333333333336,0.333155583923297,4.556285273687965,3.625007173875026,0.9837687247512097,0.8954190095962725,0.9205494679122052,0.8709601801634349,0.7302405498281788,0.744453255793462,0.8708305790588909,0.7281983894949308,0.7416066447856237,0.07660979566666624,0.005662033333332234,0.0008369380000013667,0.0008892160000008668
openml__steel-plates-fault__146817,KNN,61945.333333333336,1.0898522308888092,2.994170537172693,3.092132383565509,0.8407747862090843,0.725561945526526,0.7262328090731915,0.5510978916762369,0.5274914089347079,0.5025993479601727,0.505357302527868,0.4806029965256477,0.4588702419985579,0.004766165333333666,0.13033083899999845,0.0349878823333349,0.0218157316666666
openml__steel-plates-fault__146817,LightGBM,76659.0,0.11172433953382825,0.4876049855086248,0.4996048262255239,0.9996786742943425,0.9767914329901647,0.9717416605068587,0.9862631465979824,0.8144329896907218,0.7873116574147502,0.9862728282356684,0.8133317594673368,0.7867714475700529,3.222571122666672,0.10518724533332362,0.011785602666666466,0.012189044999992368
openml__steel-plates-fault__146817,LinearModel,91716.0,1.4946355498160635,1.4950745121380071,1.466962056610919,0.6708311645033026,0.6483187211094404,0.6672692653039021,0.4583503439745266,0.4656357388316151,0.4802713895497401,0.39330605886909,0.3997033506228668,0.4137892723680631,0.023011788000000064,0.019133792333333465,0.0008510436666666,0.0006246719999999334
openml__steel-plates-fault__146817,MLP,106842.33333333333,21.179764888661058,21.067466703067527,21.548342184432645,0.5387053085257638,0.5396433499251212,0.5347390695324087,0.38644581045886134,0.39003436426116833,0.3755661291743766,0.24371940202147635,0.24394405781823555,0.23581278516957227,4.552734284333336,0.0484276626666684,0.03998205466666716,0.0410447646666642
openml__steel-plates-fault__146817,NODE,119767.0,1.1492609347648217,1.1684809954408106,1.1652640449017593,0.8760939039042671,0.8388741517581884,0.8399589552689956,0.5996127935511137,0.584192439862543,0.5900784210062561,0.5010322297041,0.48126419901479894,0.4856998143235849,354.10678503099916,0.764191110999794,0.1006414249998973,0.10042055799992033
openml__steel-plates-fault__146817,RandomForest,134468.0,0.29900006311666183,0.6020634116583157,0.6350843993323362,0.9990664010209934,0.968796652953175,0.9703663797134533,0.9577094715250164,0.7731958762886598,0.7581196581196581,0.9579202835437273,0.7707924805110752,0.7549041753846767,0.7143621430000024,0.10742976066666658,0.06719376433332984,0.05361726133333391
openml__steel-plates-fault__146817,SAINT,140428.0,0.6114000647147239,0.7470657170515645,0.7768734046683896,0.9626084181534155,0.9456941750735745,0.9383513132477502,0.7468870526616259,0.6975945017182131,0.6689488060622081,0.7480630411735203,0.6976288448531555,0.6680329798133889,485.88432033,0.16036157399958026,0.09185076333255887,0.08924547133369737
openml__steel-plates-fault__146817,STG,152785.0,1.392303805108197,1.377985996735055,1.3481202939641939,0.6763134186395566,0.6799995748924287,0.6842001648563064,0.463716025738898,0.48281786941580757,0.4477575116750374,0.3648791324826133,0.38050358227048503,0.35209187397882896,24.82632316866663,0.007503572000056566,0.0016125469999981664,0.0015622863334858999
openml__steel-plates-fault__146817,SVM,164055.33333333334,1.2101680553718819,1.2321463094450225,1.230703478331561,0.8492916126842777,0.8470016218377524,0.8313166647617659,0.5525969025696855,0.5481099656357388,0.5403383558022733,0.46871576842714785,0.4574980277023311,0.44708159509938955,647.3225961096674,0.5872097743328292,0.07616877066539017,0.07466466700013064
openml__steel-plates-fault__146817,TabNet,176205.33333333334,0.43099375813231094,0.5415305745088898,0.620124499836692,0.9794747828239911,0.969118554288381,0.9626004786556576,0.8385445363480062,0.7903780068728522,0.7651158692395805,0.8391842088805284,0.7896742027053237,0.7638118657320665,25.791744194333052,0.15399522899982301,0.023419385000124665,0.023124462332968203
openml__steel-plates-fault__146817,VIME,204666.33333333334,22.571062251043347,22.491746142148155,22.57148144407959,0.49987585530726664,0.4991951061240554,0.49957156877146147,0.3465008142980109,0.34879725085910646,0.3464886774165124,0.17833338762709372,0.18040186817917256,0.17832925055607093,5.1252304149999945,0.050823871999985636,0.04146833366659539,0.041445758333338696
openml__steel-plates-fault__146817,XGBoost,219871.33333333334,0.11385412829832897,0.4936022092308709,0.5172913500819416,0.9989323633504359,0.9764149939016019,0.9722628261700094,0.9757458682120627,0.8230240549828179,0.8078861573706934,0.9757033002658125,0.8213124591901354,0.8065605172780614,1.6091178026666644,0.03813907100000803,0.006068810000006833,0.007357816333325167
openml__steel-plates-fault__146817,rtdl_FTTransformer,232324.33333333334,3.58773858069047,3.5255951408849584,3.5602692918248535,0.6267822899773594,0.6351993598293634,0.6278401302554767,0.4995726595017292,0.5189003436426117,0.4905366111551679,0.4309522811936198,0.44266520579868124,0.4231218524118299,14.54737348866668,0.10349697899998013,0.053749089666553035,0.055947854333301905
openml__steel-plates-fault__146817,rtdl_MLP,247249.33333333334,22.571062251043347,22.491746142148155,22.57148144407959,0.5,0.5,0.5,0.3465008142980109,0.34879725085910646,0.3464886774165124,0.17833338762709372,0.18040186817917256,0.17832925055607093,2.8804470216666664,0.0546218659999849,0.04365384666665283,0.044238195999992465
openml__steel-plates-fault__146817,rtdl_ResNet,261853.33333333334,3.717910212293288,3.578567274733531,3.6784920944578885,0.6526971463531303,0.6375282435151254,0.6468198328575067,0.5109475231400039,0.5240549828178694,0.5214644462067143,0.4359404866550986,0.43791125489787763,0.4405693265854107,8.2142327696666,0.060189435666681335,0.04810212566659777,0.04741445500000427
openml__sylva_agnostic__3889,CatBoost,13356.0,0.005923630828578534,0.015143810144542033,0.015104946537685035,0.999989936424341,0.9993318862155096,0.9992792133445332,0.9994789405123753,0.9953703703703703,0.9949074074074075,0.9994789405123753,0.9953703703703703,0.9949074074074075,11.544034282999911,0.014033449000009399,0.0034590636667198664,0.0033436730000063
openml__sylva_agnostic__3889,DANet,24403.333333333332,0.013223779807591799,0.0213642743255552,0.0321401690888301,0.9994600957006837,0.9988301078130503,0.9982202114122706,0.9961499493414387,0.9946759259259258,0.9881944444444445,0.9961499493414387,0.9946759259259258,0.9881944444444445,257.45253697566676,0.4631319283331929,0.0618591506669569,0.06170569800012037
openml__sylva_agnostic__3889,DecisionTree,39845.666666666664,0.013678585006538832,0.13613921254598257,0.167041286312707,0.995941939354715,0.9444065569407597,0.9467532719555773,0.9965841655811261,0.9921296296296297,0.9898148148148148,0.9965841655811261,0.9921296296296297,0.9898148148148148,0.25702758733333414,0.005878731666667099,0.0009674000000015667,0.0007980793333288
openml__sylva_agnostic__3889,KNN,62034.0,0.05631202491489284,0.19204930680057952,0.14809173212018353,0.9941062516674605,0.9574306173537704,0.9689382535339338,0.9753654653350701,0.9668981481481483,0.9643518518518518,0.9753654653350701,0.9668981481481483,0.9643518518518518,0.20541492466754516,55.372674960666934,6.886340572999629,6.872766584333959
openml__sylva_agnostic__3889,LightGBM,76755.33333333333,0.0065522439603742,0.017523992617057668,0.017443056464424567,0.9999874532043731,0.9993651532919158,0.9991627785771118,0.9989868287740628,0.9949074074074074,0.994675925925926,0.9989868287740628,0.9949074074074074,0.994675925925926,1.437861714333323,0.08741694666666429,0.011314173666676133,0.011194643333335268
openml__sylva_agnostic__3889,LinearModel,91806.0,0.03526739704562373,0.03600270194867113,0.03659275303633793,0.9968713606668761,0.9967231929739935,0.9965762633865328,0.9864524533217542,0.9854166666666666,0.985185185185185,0.9864524533217542,0.9854166666666666,0.985185185185185,0.0338777973333333,0.0072399226666666665,0.0020995786666666,0.0018732093333333
openml__sylva_agnostic__3889,MLP,106934.0,0.015705833069231834,0.024206536125226535,0.02800517242453687,0.9991550952972693,0.9982978345905517,0.9979318967500839,0.9946736141265017,0.9918981481481483,0.9895833333333334,0.9946736141265017,0.9918981481481483,0.9895833333333334,36.3401252153335,0.1274379203329469,0.05780804666665057,0.05714413166636703
openml__sylva_agnostic__3889,NODE,119773.0,0.0239873287702236,0.029295366042262867,0.028199036021571866,0.9983164639923521,0.9976103150114911,0.9974107125530541,0.9929078014184398,0.9886574074074076,0.9909722222222223,0.9929078014184398,0.9886574074074076,0.9909722222222223,482.80485098633335,0.9944779349999635,0.13151014399996555,0.13085015266669106
openml__sylva_agnostic__3889,RandomForest,134558.33333333334,0.028321924978720336,0.04538530237360156,0.04426925957825797,0.9998987543297336,0.9977600168553188,0.9983033791032859,0.9976841800550007,0.9900462962962964,0.9886574074074074,0.9976841800550007,0.9900462962962964,0.9886574074074074,1.1593562173333305,0.09236584966666324,0.030134313000004836,0.030002909000003766
openml__sylva_agnostic__3889,STG,152861.33333333334,0.040279600777860435,0.039614905638208464,0.04109993524694056,0.9959451631841466,0.9962297313406355,0.9955172614542702,0.98349978289188,0.9844907407407408,0.9837962962962963,0.98349978289188,0.9844907407407408,0.9837962962962963,171.6577068943334,0.09086105366683717,0.008275726665791168,0.0077733196679521666
openml__sylva_agnostic__3889,SVM,164139.66666666666,0.0242527478893599,0.03455347923936797,0.0370860868669548,0.9984383378144562,0.9972055655818828,0.9969366567142662,0.9927341149225648,0.9886574074074074,0.9874999999999999,0.9927341149225648,0.9886574074074074,0.9874999999999999,5.147580500000099,1.340544335333372,0.17214694166667258,0.1676049786668348
openml__sylva_agnostic__3889,TabNet,176279.33333333334,0.0091429360165809,0.0176663915417085,0.023911619776243634,0.9994637334001103,0.9989368396831866,0.9980275395947515,0.997163120567376,0.9958333333333332,0.9921296296296297,0.997163120567376,0.9958333333333332,0.9921296296296297,133.6582452019999,1.177447230999557,0.15559542899973164,0.1530524353329383
openml__sylva_agnostic__3889,VIME,204751.0,0.06825789393634563,0.0697488116676039,0.06846509194217136,0.9931778105737075,0.9922376821718965,0.9916665973602575,0.980720798957881,0.9800925925925927,0.9800925925925924,0.980720798957881,0.9800925925925927,0.9800925925925924,114.46263189033198,0.13102305999927916,0.05579691199939887,0.05613130533432314
openml__sylva_agnostic__3889,XGBoost,219967.33333333334,0.009092504415377333,0.019305942467149898,0.019462837174783598,0.9998979265897443,0.9993291139591426,0.9992015901662522,0.9989868287740628,0.9951388888888889,0.9939814814814815,0.9989868287740628,0.9951388888888889,0.9939814814814815,8.196693198666631,0.13106983399984523,0.0140177389998067,0.015082905333353333
openml__sylva_agnostic__3889,rtdl_MLP,247356.0,0.01942771895218037,0.029402306789002398,0.030117857786363434,0.9989420611631891,0.9974384351167259,0.9976130872678581,0.9932262266608771,0.9909722222222223,0.9888888888888889,0.9932262266608771,0.9909722222222223,0.9888888888888889,27.121888612666833,0.146367925666406,0.06662560633352156,0.06657368933338144
openml__sylva_agnostic__3889,rtdl_ResNet,261934.0,0.012354591796902466,0.024688097994524635,0.027400269159776666,0.9995035302674888,0.9982091223868018,0.9979374412628182,0.9972499638153133,0.9916666666666668,0.9895833333333334,0.9972499638153133,0.9916666666666668,0.9895833333333334,33.05798548100014,0.16384869366690205,0.06922854900009646,0.06904658766628317
openml__sylvine__168912,CatBoost,13451.666666666666,0.06166973902582384,0.13052924900481042,0.14272234999673264,0.9997226721499238,0.9885852383268482,0.9854237597276264,0.987961607288108,0.9564652371669915,0.9473684210526315,0.987961607288108,0.9564652371669915,0.9473684210526315,3.048440629333309,0.015787541333344465,0.009208781999996966,0.0041850259999852
openml__sylvine__168912,DANet,24461.666666666668,0.12011066414844203,0.1779528308207461,0.21336939614131653,0.9938942220864493,0.9806004782749675,0.9766030317769131,0.9592484138604197,0.9532163742690059,0.9337231968810915,0.9592484138604197,0.9532163742690059,0.9337231968810915,143.4918343600002,0.2838635263336376,0.037214521000957235,0.03725947966692423
openml__sylvine__168912,DecisionTree,39929.666666666664,0.15224742819441558,0.5629329768576227,0.568711659432193,0.9753321910690601,0.9516962548638132,0.9539508349546044,0.9479420855701969,0.9330734243014945,0.9239766081871345,0.9479420855701969,0.9330734243014945,0.9239766081871345,0.0827861473333341,0.0017524976666667,0.002048926999999367,0.0005604999999988
openml__sylvine__168912,KNN,62121.333333333336,0.4505444420446003,0.5685533187795749,0.5315671153644393,0.8936099942440867,0.8408317120622568,0.8343668936446175,0.809337888400846,0.7777777777777777,0.7634827810266406,0.809337888400846,0.7777777777777777,0.7634827810266406,0.006295859666667,0.9926054636666679,0.1601361616666604,0.15680470799999802
openml__sylvine__168912,LightGBM,76840.66666666667,8.228152855619443e-06,0.27575285667613264,0.29680263810387075,1.0,0.987653007457847,0.9866093142023346,1.0,0.9564652371669915,0.9506172839506174,1.0,0.9564652371669915,0.9506172839506174,2.102544219666669,0.07045532733332983,0.0097434993333346,0.010675628000001233
openml__sylvine__168912,LinearModel,91896.0,0.3537491397932188,0.3336033772631124,0.3529598457123238,0.9189993077747111,0.928243555447471,0.9205931825551232,0.8500894745404262,0.862248213125406,0.8570500324886289,0.8500894745404262,0.862248213125406,0.8570500324886289,0.04652866400000003,0.0117456493333334,0.004032769999999867,0.0005573219999998
openml__sylvine__168912,NODE,119783.33333333333,0.25342305133803134,0.2704301377718444,0.27370508673556676,0.9757967734576262,0.9713035019455253,0.964367501621271,0.9537986009435496,0.9421702404158544,0.9369720597790773,0.9537986009435496,0.9421702404158544,0.9369720597790773,352.1816309586665,0.891960779666988,0.14178802699992352,0.14197036266697674
openml__sylvine__168912,RandomForest,134637.66666666666,0.2736875012532738,0.30557568743651947,0.3130194073864688,0.9719730536499359,0.9692870460440984,0.9551769212062257,0.9437123800227752,0.9395711500974658,0.922027290448343,0.9437123800227752,0.9395711500974658,0.922027290448343,0.16508537299999893,0.031013975666667137,0.03025194533333553,0.0419650856666654
openml__sylvine__168912,SAINT,140448.0,0.6968563077497117,0.6961205252352437,0.6986914174830936,0.5897785249973798,0.5796145428015564,0.575581630998703,0.5026842362127867,0.5087719298245613,0.4970760233918128,0.5026842362127867,0.5087719298245613,0.4970760233918128,316.6670957316667,0.25051995433379176,0.0903257956672026,0.09230115266639886
openml__sylvine__168912,STG,152947.0,0.6248090973459348,0.6313853305440742,0.6272907707261682,0.7045827209121617,0.6985955739299611,0.6949198484111543,0.6521880592158776,0.6582196231319039,0.6562703053931124,0.6521880592158776,0.6582196231319039,0.6562703053931124,64.10697815266644,0.016832351333277967,0.0025852033332587334,0.0026435596666942334
openml__sylvine__168912,SVM,164225.0,0.16986441313822356,0.20069978082273052,0.21744513353913342,0.9801391023959614,0.9735226167315175,0.9685118758106356,0.9456645518138931,0.939571150097466,0.9213775178687459,0.9456645518138931,0.939571150097466,0.9213775178687459,13.662941788334138,0.9457185666663767,0.11673433433194676,0.11790096733481426
openml__sylvine__168912,TabNet,176335.0,0.07368539107896231,0.11038367765060207,0.14499543030029197,0.996429989295088,0.9913110003242543,0.9852590993839171,0.9731576378721328,0.9597141000649771,0.953866146848603,0.9731576378721328,0.9597141000649771,0.953866146848603,154.35558987533355,0.6076070936663504,0.09184666766668666,0.09280062600009836
openml__sylvine__168912,XGBoost,220058.0,0.029629511577178066,0.14299242753749875,0.1584776614559623,0.9999298145325204,0.9836302285992217,0.9828803907263294,0.9953635919960956,0.9558154645873943,0.9519168291098117,0.9953635919960956,0.9558154645873943,0.9519168291098117,0.3888744753333337,0.0170055139999991,0.0045273676666669664,0.0017685946666668665
openml__sylvine__168912,rtdl_FTTransformer,232416.0,0.9709365893414909,1.0040230370845882,0.9609107209780738,0.815584689195033,0.7990029182879378,0.8138780804150455,0.6053359362290548,0.580896686159844,0.6159844054580897,0.6053359362290548,0.580896686159844,0.6159844054580897,17.463369618999977,0.17557967766666135,0.066709783667027,0.06799998699999314
openml__sylvine__168912,rtdl_MLP,247444.66666666666,0.24559061414379668,0.25892432224125744,0.2753153775301466,0.9631180155203399,0.9596050178339818,0.9550857247081712,0.9000325361965186,0.9064327485380117,0.8914879792072775,0.9000325361965186,0.9064327485380117,0.8914879792072775,15.540270862999856,0.07602828433338493,0.05316709700006556,0.05139438866672203
openml__synthetic_control__3512,CatBoost,13535.666666666666,0.015627105685760832,0.07458954027880331,0.055140405229158466,1.0,0.9992222222222221,0.9996666666666667,1.0,0.9777777777777777,0.9777777777777777,1.0,0.9774575327206906,0.9776756706581269,29.266940551666153,0.0034334146670194333,0.0013135786656968999,0.0012149583333033668
openml__synthetic_control__3512,DANet,24541.0,0.0189801248025951,0.0101935526951989,0.05329838103420274,0.9999791666666668,1.0,1.0,0.9923611111111111,1.0,0.9833333333333334,0.9923517345415419,1.0,0.9832071761896324,19.681973233333036,0.04408823399990064,0.03341552266662493,0.03337562033326927
openml__synthetic_control__3512,DecisionTree,40025.0,0.0009627044174496281,2.4944671840768877,2.6902000928295027,0.999998263888889,0.9566666666666667,0.9533333333333331,0.9993055555555556,0.9277777777777779,0.9166666666666666,0.9993055284277598,0.9265516484814732,0.9160523362277747,0.015779806666666365,0.0003667739999996667,0.0001504640000001,0.0001104910000003
openml__synthetic_control__3512,KNN,62207.333333333336,0.04997752887739917,0.052540108543631364,0.05294546346528,0.9999947916666666,0.9998888888888889,0.9998888888888889,0.9888888888888889,0.9944444444444445,0.9833333333333334,0.9888835681499528,0.9944305207463103,0.9832915622389308,0.0015345729999999332,0.025070748999999903,0.005787079999999667,0.005769643666666567
openml__synthetic_control__3512,LightGBM,76925.66666666667,0.0003793528540689247,0.15855038382422237,0.11076139355125823,1.0,0.9964444444444444,0.9981111111111112,1.0,0.9722222222222223,0.9722222222222223,1.0,0.9721804511278197,0.971855564838021,0.7819919000000036,0.0098199183333349,0.0007854676666690666,0.0007199093333364001
openml__synthetic_control__3512,LinearModel,91986.0,0.0037036208876482335,0.13207628387915596,0.12937027098370493,1.0,0.9975555555555556,0.9979999999999999,1.0,0.9666666666666667,0.9666666666666667,1.0,0.9666109718741298,0.9668639832636782,0.013328784666666565,0.0010469103333333666,0.0003067123333333,0.00020690499999983332
openml__synthetic_control__3512,MLP,107017.33333333333,0.07826870960198568,0.07759693385877177,0.052566099794395534,0.9990972222222222,0.9994444444444444,0.9995555555555556,0.9770833333333333,0.9888888888888889,0.9777777777777777,0.9770496935398438,0.9888610414926204,0.9777499303815094,6.065171401333292,0.046281963666708927,0.04401516599995143,0.04248226666667773
openml__synthetic_control__3512,NODE,119813.0,0.907315470236871,0.9223147829373678,0.9273543447256088,0.9979600694444444,0.9961111111111111,0.9957777777777777,0.9569444444444445,0.9500000000000001,0.9166666666666666,0.9567214995614942,0.9498746867167919,0.915867108849565,230.812523868333,0.536539662666352,0.21861125800023729,0.2178893046669448
openml__synthetic_control__3512,RandomForest,134726.66666666666,0.09048383656071086,0.1907072784732258,0.1993268593404335,1.0,0.9982222222222221,0.9978888888888889,1.0,0.9722222222222223,0.9777777777777777,1.0,0.972208298524088,0.9774495656848597,0.10150839299999954,0.015739446666668,0.011996234000000267,0.011107387666667001
openml__synthetic_control__3512,SAINT,140503.0,0.23798909467348542,0.260295959498439,0.25642495920021446,0.9925555555555555,0.992,0.9927777777777779,0.9187500000000001,0.9166666666666666,0.9222222222222222,0.9177422064735777,0.9155031940119659,0.9218585183497465,69.90763152033348,0.1034343866667768,0.07982244133321116,0.07929972700064046
openml__synthetic_control__3512,STG,153026.33333333334,0.25597906107820256,0.3075177135916116,0.2824925188330882,0.9963854166666666,0.9903333333333334,0.9938888888888889,0.9277777777777777,0.9388888888888888,0.9333333333333332,0.9261222317204144,0.9384260314084875,0.9327539259854064,8.44456131599994,0.0040931283332762336,0.0012866626666815332,0.0012739543332902666
openml__synthetic_control__3512,SVM,164305.66666666666,0.034171444280516404,0.04824504197622847,0.0481479877913324,1.0,1.0,1.0,0.9993055555555556,1.0,0.9944444444444445,0.9993055284277598,1.0,0.9944305207463103,0.04913587199999914,0.015531019666667534,0.0021247249999999333,0.0020348513333330667
openml__synthetic_control__3512,TabNet,176424.0,0.0008782786663819667,0.0036026555240847667,0.013538882313610834,1.0,1.0,1.0,1.0,1.0,0.9944444444444445,1.0,1.0,0.9944305207463103,27.692520739333332,0.05161355399999926,0.013104742333335133,0.0131826459999994
openml__synthetic_control__3512,TabPFNModel,182451.0,0.0076908908208074,0.04358101758547891,0.026321261551812598,1.0,1.0,1.0,1.0,0.9777777777777777,0.9888888888888889,1.0,0.9776376969359427,0.988776655443322,0.00044050466666626666,1.098922978666667,0.6539848160000007,0.6545617719999998
openml__synthetic_control__3512,VIME,204827.33333333334,0.13565218060967166,0.09670504530331524,0.23505545900881938,0.9975451388888888,0.9993333333333334,0.9964444444444444,0.9541666666666666,0.9888888888888888,0.9444444444444443,0.9540992698960977,0.9888610414926206,0.9441364353645056,9.71589208599994,0.04803485600003413,0.0461347909999858,0.04556635033335013
openml__synthetic_control__3512,XGBoost,220139.0,0.005607206540339034,0.11400051981553483,0.07605891618877647,1.0,0.9976666666666666,0.9991111111111112,1.0,0.9666666666666667,0.972222222222222,1.0,0.9662341881640127,0.9721526037315512,1.7899479816666535,0.0044036253333216,0.0009218576666842333,0.002203021999986733
openml__synthetic_control__3512,rtdl_FTTransformer,232504.33333333334,0.024089403884196697,0.007195875496512967,0.06279042245344797,0.9999965277777777,1.0,1.0,0.9930555555555557,1.0,0.9833333333333334,0.9930518629677456,1.0,0.9832071761896324,12.897248452999959,0.0786906676666229,0.0530913173332905,0.053463559666714795
openml__synthetic_control__3512,rtdl_MLP,247520.66666666666,0.0575365256619329,0.0495074560252927,0.17884920058889675,0.9997847222222221,0.999,0.9998888888888889,0.9763888888888888,0.9944444444444445,0.9500000000000001,0.9763224298421843,0.9944305207463103,0.948595183244306,5.880036955666668,0.045810313333336766,0.0436147773333471,0.04360468466663347
openml__synthetic_control__3512,rtdl_ResNet,262017.66666666666,0.0098555215392242,0.054216828617467766,0.056995917966845076,1.0,0.9998888888888889,0.9998888888888889,0.9993055555555556,0.9944444444444445,0.9777777777777777,0.9993055284277598,0.9944305207463103,0.9777220829852409,6.740878904666661,0.04463435166664683,0.043215183666666435,0.042575374999999534
openml__tae__47,CatBoost,13628.0,0.6656005970023304,0.8560956359120581,1.0205743950899266,0.9165227688601673,0.8155555555555556,0.6666666666666666,0.801285583103765,0.7111111111111111,0.5041666666666667,0.8004822714368731,0.6967217967217967,0.5025268712768712,0.06611974533333627,0.0007135779999979334,0.0005463179999977666,0.0005351743333339667
openml__tae__47,DANet,24635.666666666668,0.9111294889127318,0.9778138182953828,1.3928297305065727,0.7959895776460817,0.7733333333333333,0.5562962962962964,0.5881772268135904,0.7777777777777778,0.44027777777777777,0.5689514424222285,0.7729239895906561,0.3990969678469678,17.673866515999975,0.07193449266670386,0.06692126033332586,0.07072967899993417
openml__tae__47,DecisionTree,40109.666666666664,0.40082106207000123,5.693315801398636,7.287269534855382,0.9285691433303223,0.818888888888889,0.7292592592592593,0.8120752984389349,0.7333333333333334,0.5875,0.8128061621537852,0.7216228216228217,0.5710520960520961,0.0006206906666667,0.00018924800000023334,0.00010891466666673953,9.447033333328154e-05
openml__tae__47,KNN,62297.666666666664,0.9715011413628246,1.8565331724188698,1.1510529696308702,0.7056375140216603,0.5866666666666666,0.5688888888888889,0.5139577594123049,0.48888888888888893,0.4375,0.5088521111886689,0.49405162738496067,0.4262746512746512,0.0004851566666671334,0.004584234333332934,0.0031390293333332336,0.0029696966666666
openml__tae__47,LightGBM,77022.33333333333,0.7378705734380023,0.8910194209129724,1.0122688970504947,0.8664820688194673,0.7533333333333333,0.6603703703703704,0.7317722681359045,0.6666666666666666,0.5055555555555555,0.7318377906678103,0.6491582491582492,0.5100378787878788,0.03187610566666633,0.00045408166666576665,0.0001588223333334,0.00015055733333376668
openml__tae__47,LinearModel,92076.0,0.9465994280379458,1.064061335532141,1.1170569640415213,0.7321687082865944,0.6422222222222222,0.5803703703703704,0.582943067033976,0.5333333333333333,0.4375,0.5806291454504803,0.4864117364117364,0.40970117845117854,0.011860600666666566,0.0006758366666665999,0.0002718296666665,0.00017553366666663332
openml__tae__47,MLP,107106.0,3.2831134336807337,3.4031080580607522,5.77808463909767,0.7681635719745477,0.7511111111111112,0.5940740740740741,0.6769054178145087,0.6666666666666666,0.5013888888888889,0.6723993927546118,0.6515410515410515,0.47683624246124245,4.76915273299998,0.04015797133331486,0.039259230333338196,0.0403530496666538
openml__tae__47,NODE,119869.33333333333,0.6696690923569397,0.9708162711726294,1.055477635893557,0.9493936769343274,0.7222222222222223,0.6444444444444444,0.8425390266299356,0.6,0.4597222222222222,0.8423848369935781,0.5958473625140291,0.4517436267436267,27.388605699333464,0.09491173900005373,0.07100162999995513,0.07043369766658236
openml__tae__47,RandomForest,134819.33333333334,0.37737761373803697,0.712534900532808,0.8389991029710537,0.9837054657176608,0.8711111111111113,0.7946296296296297,0.9224517906336088,0.7777777777777778,0.611111111111111,0.9224139732949245,0.7755892255892256,0.6077080327080326,0.07345213566666713,0.013019099666667132,0.010615751666666633,0.010330159999999734
openml__tae__47,SAINT,140579.33333333334,0.9699860863763877,0.9947210205925835,1.135353092311157,0.7255950106051733,0.7155555555555555,0.6533333333333333,0.5774334251606978,0.6444444444444444,0.4375,0.5770584639641108,0.6049145299145299,0.41073717948717947,9.87190291700002,0.0723709443332154,0.06195059400003323,0.0628704746667002
openml__tae__47,STG,153127.33333333334,0.8616137850985163,0.9788018501467174,1.120049620254172,0.7918054976489937,0.7311111111111112,0.5833333333333334,0.5990817263544536,0.6222222222222222,0.3736111111111111,0.5715073893239605,0.6072649572649572,0.35496794871794873,2.1698689879999997,0.0015396560000150335,0.0008103526666521334,0.0007864403333144001
openml__tae__47,SVM,164410.33333333334,0.9736013377760943,1.0228406607659606,1.0765340505208945,0.8331452404115006,0.7400000000000001,0.5733333333333334,0.6467860422405877,0.6222222222222222,0.4124999999999999,0.6361490400118525,0.5892958892958893,0.3998510748510748,0.3786657086666689,0.0011209706666666334,0.00023231166666916664,0.00021072500000696666
openml__tae__47,TabNet,176520.66666666666,19.499709286716623,9.60596883247296,17.5358704884847,0.56643054231977,0.8000000000000002,0.6327777777777778,0.3977961432506887,0.6888888888888888,0.3944444444444444,0.3448878074618605,0.6706750040083373,0.3151200346924031,2.5737096973333755,0.020441525333334636,0.017606408666665564,0.017280560000017365
openml__tae__47,TabPFNModel,182541.0,0.7681687512399954,0.9496563136577606,0.9840556136435933,0.919551406136772,0.7933333333333333,0.7551851851851853,0.7790863177226814,0.5777777777777778,0.5263888888888889,0.7792207378008342,0.5615680615680616,0.5317550505050505,0.00046996866666579995,0.40767498866666685,0.11545352366666663,0.11562325066666716
openml__tae__47,VIME,204926.33333333334,1.0989452831946567,1.0997159507539538,1.0967625341481633,0.5150460274444014,0.5311111111111111,0.5748148148148148,0.35909090909090907,0.48888888888888893,0.4138888888888889,0.2654789814533081,0.39236765413235997,0.3181686856028961,1.353005898333322,0.0397926813333242,0.03988936733331147,0.041059891666672337
openml__tae__47,XGBoost,220235.33333333334,0.21156149600009042,0.8821830470114946,0.9338778638487888,0.9963139784786126,0.7933333333333333,0.832962962962963,0.9585858585858587,0.7555555555555555,0.6305555555555555,0.9584063168512266,0.7484848484848484,0.6212361712361713,0.09689403366666653,0.0013255063333348003,0.0005082986666663999,0.000488691999999
openml__tae__47,rtdl_FTTransformer,232594.66666666666,1.41764710252805,1.3853628889347116,1.8561425150501438,0.7946728031077624,0.7933333333333333,0.6703703703703704,0.6631542699724519,0.7333333333333334,0.5458333333333334,0.6611444126768967,0.715424698758032,0.5364698573031906,5.276331875666684,0.04772776699999304,0.04660264933334557,0.04720926900000557
openml__tae__47,rtdl_MLP,247623.66666666666,2.201151241096993,2.087961858245803,3.794296480260357,0.7833293625976553,0.7888888888888889,0.6759259259259259,0.6520661157024793,0.7333333333333334,0.525,0.6528255350474949,0.7240222740222739,0.5032874532874533,3.772432953333322,0.047922689333319064,0.04712661899998233,0.04691157999999967
openml__tae__47,rtdl_ResNet,262121.0,1.3252473590454874,1.3630914472626754,2.484934532442296,0.7876173021498225,0.7622222222222222,0.5674074074074075,0.6378328741965106,0.6444444444444444,0.39444444444444443,0.6269253174287338,0.6227833894500561,0.35542252886002884,2.9789699199999906,0.05616593699999994,0.055486656000041934,0.05477391766668951
openml__texture__125922,CatBoost,13725.0,0.0627110627458062,0.10797427337303327,0.11192282256337648,0.9999755871212122,0.9995090909090908,0.9994872727272727,0.9956060606060606,0.9787878787878789,0.9672727272727273,0.995608095858735,0.9787890140276182,0.967362036955218,2.1213496099998963,0.04273893333328257,0.011635275666650999,0.010463577666612834
openml__texture__125922,DANet,24710.0,0.0084948870085232,0.0042516449121283335,0.020785922375849235,0.9999964962121212,1.0,0.9999600000000001,0.9971969696969696,1.0,0.9945454545454545,0.9971968120374645,1.0,0.994560566692678,212.31764984366842,0.3089763843321028,0.03790169533143243,0.036379884335474295
openml__texture__125922,DecisionTree,40215.333333333336,0.11692798144226607,1.4338145087010397,1.3777438024884099,0.9978608333333332,0.9728557575757574,0.9741369696969696,0.9678030303030303,0.9218181818181819,0.9199999999999999,0.9682119168709189,0.9220866729392104,0.9205904327481337,0.4387701389999978,0.008331539333327666,0.0071644630000046,0.008454536000004466
openml__texture__125922,KNN,62392.0,0.0423960060540289,0.09819958228435426,0.07704806666335727,0.9999039488636363,0.9990933333333333,0.9994127272727273,0.985530303030303,0.9812121212121213,0.9793939393939394,0.9855291768481026,0.9811861195224801,0.9793720366146935,0.026439266666676,0.8736856686666744,0.18016022500002352,0.14261645733333056
openml__texture__125922,LightGBM,77102.0,0.0004548028264032054,0.04330059697731484,0.054278138436738864,1.0,0.9998181818181818,0.9998266666666668,1.0,0.9890909090909091,0.9872727272727273,1.0,0.9890856830529243,0.9872333494668721,13.079200183,0.4167054219999938,0.048344755999998705,0.05159678066666246
openml__texture__125922,LinearModel,92166.0,0.15557006917821647,0.1649924974178172,0.16321494337634812,0.9997302651515151,0.9995212121212119,0.9995103030303031,0.9821969696969696,0.9787878787878789,0.9757575757575757,0.9821648666169017,0.9789154382695576,0.9758374773149793,0.028373283666666766,0.023199928666666602,0.005665832,0.0015468029999997333
openml__texture__125922,MLP,107204.33333333333,0.0405833047143678,0.0580911545141323,0.05115438516944296,0.9998204071969697,0.9995224242424242,0.9998072727272728,0.9926515151515152,0.9945454545454545,0.9878787878787879,0.9926569717034713,0.9945321729233565,0.9878988836517446,23.12661043266682,0.0756962653335146,0.052764653666978696,0.052600943666826966
openml__texture__125922,RandomForest,134916.66666666666,0.10097088796361724,0.18227209061156355,0.18537553810422835,0.9999493371212121,0.9990957575757576,0.9990981818181818,0.9933333333333333,0.9672727272727273,0.9636363636363637,0.9933580206208851,0.9674539519930251,0.9637355491459179,1.195008501666661,0.10787450500000277,0.056332930666667835,0.0681032550000111
openml__texture__125922,SAINT,140613.0,0.0023299041850044,0.0067698937565982996,0.0059287124184116665,0.9999997916666666,0.9999951515151516,0.9999939393939394,0.9995454545454544,0.9981818181818182,0.9975757575757576,0.9995454540719689,0.9981816969575745,0.9975867458436797,999.5530896730003,0.29581292533233255,0.11714900333390683,0.11942959200071823
openml__texture__125922,STG,153215.33333333334,0.04903310230859923,0.0535382849172773,0.0586700414544479,0.9999538068181817,0.9998703030303031,0.9999115151515152,0.9919696969696971,0.9933333333333332,0.9878787878787879,0.9919681363717028,0.9933317534161653,0.9878623526793722,65.75577138799963,0.019362511332777367,0.0028318210000481997,0.0029307250009271667
openml__texture__125922,SVM,164492.33333333334,0.013585941719246366,0.019203443495327464,0.019091125009521034,1.0,1.0,0.9999927272727273,0.9997727272727271,0.9987878787878789,0.9987878787878787,0.999772726917613,0.9987877575636351,0.9987877575636351,1.8567564899999904,0.7441528416666566,0.09364741333350436,0.09391398666646937
openml__texture__125922,TabNet,176605.0,0.003788314806125067,0.003945828108671167,0.012020415599323766,0.9999997159090909,1.0,0.9999939393939393,0.9993939393939394,1.0,0.9951515151515151,0.9993940324347387,1.0,0.9951566099896395,128.23528795733301,0.4661975973327799,0.066034311333226,0.06509205733400823
openml__texture__125922,VIME,205011.33333333334,0.1474521447383941,0.1467141556359773,0.20999414865444269,0.9983261458333335,0.9981345454545455,0.9973442424242425,0.9605303030303031,0.9612121212121213,0.9503030303030303,0.9604977896518515,0.9612041602699756,0.9504001478553942,105.42011183066643,0.09390111366580334,0.060337368332814834,0.061716764666925834
openml__texture__125922,XGBoost,220334.0,0.0042913958346488335,0.051287968745271,0.0497890134742148,1.0,0.9997296969696969,0.9998133333333333,1.0,0.9903030303030302,0.9842424242424243,1.0,0.9903044445297694,0.9842327098501912,1.1009277016666583,0.07205902933334103,0.010878006000017532,0.009396747666661
openml__texture__125922,rtdl_FTTransformer,232706.0,0.05280142686776481,0.0594361361807166,0.06715905776329396,0.9998824337121214,0.9996181818181817,0.9998496969696969,0.9901515151515152,0.9903030303030302,0.9848484848484849,0.9901242419398483,0.9902995878646124,0.9848235761905978,64.95340047666711,0.26824784200046753,0.08355665166648878,0.08050100433304876
openml__texture__125922,rtdl_MLP,247709.0,0.023903218135246703,0.0236935272235272,0.025368669202183166,0.9999440246212122,0.9999600000000001,0.9999636363636363,0.9954545454545455,0.9963636363636365,0.9945454545454545,0.99545171658855,0.996363393915149,0.9945383590707282,18.44671281433345,0.07965857033343574,0.054271828333298765,0.05351180133341887
openml__texture__125922,rtdl_ResNet,262198.6666666667,0.001817219901444533,0.0008270384095927334,0.0092475516288089,0.9999997727272727,1.0,0.9999927272727273,0.9993181818181819,1.0,0.9963636363636362,0.9993181654647217,1.0,0.9963569082725874,25.983396336666747,0.09124970466657577,0.05371296766671437,0.05432816233323473
openml__tic-tac-toe__49,CatBoost,13818.0,0.15461527580574505,0.19621932411750898,0.19009433451425625,0.9985689223057644,0.9947089947089948,0.9947089947089948,0.9821583986074849,0.9618055555555557,0.9548611111111112,0.9821583986074849,0.9618055555555557,0.9548611111111112,1.1366686520000069,0.014865445333327834,0.0022992793333476,0.0017148066666549666
openml__tic-tac-toe__49,DANet,24770.666666666668,0.0012099923625274,0.0119188611970774,0.03544780071021077,1.0,1.0,0.9998396665063333,1.0,1.0,0.9826388888888888,1.0,1.0,0.9826388888888888,40.12003028133328,0.07023726199971249,0.03883144499983846,0.0383789510001406
openml__tic-tac-toe__49,DecisionTree,40302.333333333336,0.028446820892604866,2.5517967314432473,3.62891240326863,0.9991077694235591,0.9086900753567421,0.8763027096360428,0.9838990426457789,0.8993055555555555,0.8715277777777777,0.9838990426457789,0.8993055555555555,0.8715277777777777,0.004326448000000167,0.0010474676666669333,0.00045823066666653335,0.0003029696666668
openml__tic-tac-toe__49,KNN,62480.666666666664,0.4082645476995152,0.9547053782896654,0.9750580680813682,0.9197431077694236,0.9080487413820747,0.9007535674202339,0.8198433420365535,0.8611111111111112,0.8368055555555557,0.8198433420365535,0.8611111111111112,0.8368055555555555,0.0011253159999995,0.07126857766666637,0.0221694773333336,0.012923459666666833
openml__tic-tac-toe__49,LightGBM,77200.33333333333,0.0910826158100726,0.09472378400671329,0.10511300493767634,0.9935952380952382,1.0,0.993025493025493,0.9852045256744996,1.0,0.982638888888889,0.9852045256744996,1.0,0.982638888888889,0.08858248466666617,0.003817090666667033,0.0007326713333336334,0.0012023880000002665
openml__tic-tac-toe__49,LinearModel,92256.0,0.6145364592764683,0.6144005827103372,0.6089221793224251,0.6344786967418546,0.6297899631232965,0.6430976430976432,0.6892950391644909,0.6944444444444445,0.7083333333333334,0.6892950391644909,0.6944444444444445,0.7083333333333334,0.022524573999999836,0.0010851246666666668,0.0003197633333331333,0.0002931356666665333
openml__tic-tac-toe__49,MLP,107290.0,0.0123509763472344,0.19994875492560427,0.3092100815755566,1.0,0.9735449735449736,0.9523007856341189,0.9995648389904265,0.9444444444444445,0.8993055555555555,0.9995648389904265,0.9444444444444445,0.8993055555555555,8.553667911666858,0.0458593506665844,0.04387583199998816,0.04377220899997756
openml__tic-tac-toe__49,NODE,119953.0,0.30912173557556427,0.3170596357538468,0.3179317666735086,0.9997619047619047,0.9983966650633317,0.9975949975949976,0.9956483899042645,0.9930555555555555,0.9861111111111112,0.9956483899042645,0.9930555555555555,0.9861111111111112,101.10991816666683,0.17564030766697883,0.04027505266657503,0.0399605000002054
openml__tic-tac-toe__49,RandomForest,135008.0,0.09582945505093388,0.2354179534520737,0.2329608000925855,0.9999974937343358,0.9959114959114959,0.9933461600128267,0.9986945169712794,0.96875,0.9583333333333334,0.9986945169712794,0.96875,0.9583333333333334,0.16692303166666808,0.040004404666663135,0.0253694586666656,0.022528822999999365
openml__tic-tac-toe__49,SAINT,140626.0,8.197742138497915e-05,0.0041232946871547,0.0198621808683247,1.0,1.0,0.9998396665063333,1.0,1.0,0.9965277777777778,1.0,1.0,0.9965277777777778,23.629501328999996,0.06763863533333132,0.052347422666663534,0.0527631386666674
openml__tic-tac-toe__49,STG,153297.0,0.016001325839610767,0.136434567461445,0.14030976830411346,1.0,0.9902196568863234,0.9882956549623216,1.0,0.9548611111111112,0.951388888888889,1.0,0.9548611111111112,0.951388888888889,11.001947861333443,0.004282946666611033,0.0011492249999870334,0.0011644940000223
openml__tic-tac-toe__49,SVM,164575.0,8.347913061811628e-05,0.008727232944558067,0.012234926631091367,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.5330693763333324,0.060076748333334706,0.008231298666665034,0.008107431333333633
openml__tic-tac-toe__49,TabNet,176682.66666666666,0.020059912302214773,0.008539615134055665,0.1371734873610939,0.9992017543859649,1.0,0.9822029822029822,0.9926022628372498,1.0,0.9722222222222222,0.9926022628372498,1.0,0.9722222222222222,29.837194302000057,0.10266472300004392,0.017756422666636237,0.017522216666672336
openml__tic-tac-toe__49,TabPFNModel,182631.0,0.07576379384618537,0.16505713591403845,0.18603578433006376,1.0,0.9974346641013309,0.9915023248356581,1.0,0.9618055555555555,0.9479166666666666,1.0,0.9618055555555555,0.9479166666666666,0.0009168016666667667,1.5876970876666665,0.8468115306666656,0.8491772086666671
openml__tic-tac-toe__49,VIME,205097.0,0.40252477818171134,0.4875765684992075,0.4831616916021125,0.971280701754386,0.8662818662818662,0.8856822190155523,0.8794604003481288,0.7881944444444445,0.8090277777777778,0.8794604003481288,0.7881944444444445,0.8090277777777778,10.995664273666685,0.050485073000042235,0.04678295199998193,0.04999696266660667
openml__tic-tac-toe__49,XGBoost,220407.66666666666,0.03180879568738363,0.05893116938609127,0.055972930731513694,1.0,1.0,1.0,1.0,1.0,0.9930555555555557,1.0,1.0,0.9930555555555557,0.1990654980000011,0.0024133426666663,0.0025032730000002666,0.0007000913333335667
openml__tic-tac-toe__49,rtdl_FTTransformer,232773.0,0.0011839815113511667,0.0027981334901091,0.0423610270546406,1.0,1.0,0.9996793330126664,1.0,1.0,0.9895833333333334,1.0,1.0,0.9895833333333334,12.185564287,0.06759654233333494,0.0522127516666669,0.0510331056666662
openml__tic-tac-toe__49,rtdl_MLP,247788.33333333334,0.00027744271362364583,0.0017176840248671332,0.03654527717078217,1.0,1.0,0.9995189995189996,1.0,1.0,0.9895833333333334,1.0,1.0,0.9895833333333334,6.276282521333329,0.0522120720000002,0.04792303699999553,0.04870083533333507
openml__tic-tac-toe__49,rtdl_ResNet,262287.0,0.0008621174172075667,0.005359534199849666,0.03288659302312953,1.0,1.0,0.9995189995189996,1.0,1.0,0.9895833333333334,1.0,1.0,0.9895833333333334,8.833946356333334,0.05408287033333297,0.0491172383333342,0.04912536533333164
openml__transplant__3748,CatBoost,13890.0,0.0013497623470773666,0.004801995773599967,0.005345407494801733,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.29234642066666666,0.0008021816666664667,0.0006153993333338667,0.0005964596666669
openml__transplant__3748,DANet,24858.0,0.1546302314892198,0.10788263144861089,0.18719693476552968,1.0,1.0,1.0,0.9552808302808303,1.0,0.9047619047619048,0.9552808302808303,1.0,0.9047619047619048,8.318690138333332,0.034299050666668,0.03328939266666527,0.03327032833333254
openml__transplant__3748,DecisionTree,40374.0,9.992007221626413e-16,9.992007221626413e-16,9.992007221626413e-16,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.0004596326666666333,0.00014387433333333335,0.0001066089999999966,8.828599999999298e-05
openml__transplant__3748,KNN,62562.0,0.03262397630647101,0.0030200778373441328,0.019819356422070333,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.00042968233333336663,0.003970434,0.0027904946666666,0.0028384383333333
openml__transplant__3748,LightGBM,77281.0,0.05049815578428523,0.0001147133238575371,0.00011726782532823982,0.9974687705456936,1.0,1.0,0.9936202686202686,1.0,1.0,0.9936202686202686,1.0,1.0,0.0053318693333335,0.00022471033333396667,0.0014837576666663,0.00011989233333283332
openml__transplant__3748,LinearModel,92346.0,0.010924358066954099,0.0001876549393770692,0.0027296448914983667,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.012311022666666532,0.0005175340000000667,0.00021893899999976668,0.0001584859999998
openml__transplant__3748,MLP,107367.33333333333,0.39550637694796936,0.4289976199730658,0.44382702244015837,0.9944047974817206,0.9814814814814815,0.9814814814814815,0.964957264957265,0.9743589743589745,0.9505494505494506,0.964957264957265,0.9743589743589745,0.9505494505494506,4.9885053276666715,0.0410216746666627,0.0406688183333283,0.04001992433333137
openml__transplant__3748,NODE,120042.0,0.32602614397512836,0.3137154334630721,0.3189575812973819,1.0,1.0,1.0,0.9936202686202686,1.0,1.0,0.9936202686202686,1.0,1.0,5.9080707336666665,0.015761925333331765,0.013666118666665833,0.24789432299999994
openml__transplant__3748,RandomForest,135078.0,0.0095071196689754,0.018401022228126535,0.029059268726805698,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.09794349233333323,0.014953300333333168,0.014677472000000066,0.014313354999999901
openml__transplant__3748,SAINT,140667.0,0.10145477281226083,0.08081552862691187,0.19226917082481357,0.9958293985217063,0.9907407407407408,0.9722222222222222,0.971275946275946,0.9743589743589745,0.9505494505494506,0.971275946275946,0.9743589743589745,0.9505494505494506,14.802124698,0.051644738333332406,0.050004094333331695,0.0497094750000002
openml__transplant__3748,STG,153382.33333333334,0.2617071319100821,0.2193836656470711,0.23391855112873974,0.9961015480246251,1.0,1.0,0.948931623931624,1.0,0.9761904761904763,0.948931623931624,1.0,0.9761904761904763,2.4245457123333356,0.0016060090000031332,0.000830771000011,0.000754752
openml__transplant__3748,SVM,164664.0,0.0610094762956436,0.030181406984710335,0.0571056669139454,1.0,1.0,1.0,0.9936507936507937,1.0,1.0,0.9936507936507937,1.0,1.0,0.0017243299999999335,0.0005429883333332333,0.00022568433333333335,0.0002101833333333333
openml__transplant__3748,TabNet,176779.33333333334,0.18781332609762325,5.0494388391099035e-05,0.19911066963258464,0.9985897435897436,1.0,1.0,0.9904761904761905,1.0,0.9761904761904763,0.9904761904761905,1.0,0.9761904761904763,28.473954004999968,0.015240391999990699,0.014522818000057634,0.014197608666591999
openml__transplant__3748,TabPFNModel,182721.0,0.004783990851381667,0.03978518274074393,0.054464322629463296,1.0,1.0,1.0,1.0,0.9743589743589745,0.9761904761904763,1.0,0.9743589743589745,0.9761904761904763,0.0004775873333333666,0.3127631086666665,0.05135570199999973,0.056936379333333
openml__transplant__3748,VIME,205196.66666666666,0.6781093065173197,0.6747257296855634,0.6786287962953687,0.9944314944314945,1.0,0.9907407407407408,0.9586691086691087,0.9743589743589745,0.9487179487179489,0.9586691086691087,0.9743589743589745,0.9487179487179489,1.409016378999998,0.044211171666631764,0.044016789666699134,0.0448230749999917
openml__transplant__3748,XGBoost,220497.0,0.09533073298987886,0.09533065137190694,0.09533063183119005,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.2184705266666669,0.0010468363333334333,0.0018226946666664,0.00040457433333306665
openml__transplant__3748,rtdl_FTTransformer,232863.0,0.08434629616161553,0.013875973482544534,0.08802884139355964,1.0,1.0,1.0,0.9681318681318681,1.0,0.9487179487179488,0.9681318681318681,1.0,0.9487179487179488,6.035921046333333,0.0476682423333336,0.04612672666666737,0.04594719733333357
openml__transplant__3748,rtdl_MLP,247884.33333333334,0.22561361668322022,0.15171571794165534,0.30036817235116725,0.9972869722869723,1.0,1.0,0.9007936507936507,0.9743589743589745,0.8553113553113554,0.9007936507936507,0.9743589743589745,0.8553113553113554,4.666892473666678,0.0402337246666964,0.040374817666683264,0.04033241666663413
openml__transplant__3748,rtdl_ResNet,262377.0,0.0786589759216222,0.02930606714784137,0.16134195274977972,1.0,1.0,1.0,0.9680708180708181,1.0,0.9285714285714285,0.9680708180708181,1.0,0.9285714285714285,5.859958122999999,0.04551626366666694,0.044600118999999404,0.04357774466666694
openml__vehicle__53,CatBoost,13994.666666666666,0.2394036070820543,0.456367185636607,0.4926787239304374,0.9948198967811382,0.9436988936988936,0.9365194149285059,0.96301775147929,0.8078431372549021,0.7568627450980392,0.9626801275981185,0.800379044215033,0.746446013455862,1.0685469356666697,0.012152201666651733,0.005175339333315266,0.0027593709999867333
openml__vehicle__53,DANet,24964.333333333332,0.4269732511567352,0.5193048929383689,0.5911183781617521,0.9611823707603134,0.9466819165682803,0.9451673116445845,0.8101577909270216,0.8352941176470589,0.7647058823529411,0.8030511913018992,0.8269298874063481,0.7579888043928927,73.92342716200028,0.08607543966657731,0.06490705766691457,0.06469037433316767
openml__vehicle__53,DecisionTree,40470.333333333336,0.42502303709026773,3.0046848068429726,3.5455690677489784,0.9369484667061903,0.869983793563339,0.8388845161572434,0.8032544378698225,0.7215686274509804,0.6666666666666666,0.7839407361963714,0.6965571260620559,0.6415883385826567,0.027799571333333665,0.0011077573333332334,0.0010674510000005,0.0003157136666677
openml__vehicle__53,KNN,62667.0,0.5890754030739788,1.2216380747142928,1.491057019085473,0.9203510554318247,0.8738410894660894,0.8668954151908697,0.7312623274161735,0.6823529411764705,0.6392156862745099,0.7234173579691369,0.6749581362390957,0.6266704023139434,0.008590433333332268,0.0508078680000004,0.016024122666667102,0.0179691389999998
openml__vehicle__53,LightGBM,77378.66666666667,0.0824789172745209,0.47435873768857634,0.7218983378933239,0.9993218699124503,0.9440806878306877,0.9021450981678255,0.9876725838264301,0.788235294117647,0.7333333333333334,0.9876725838264301,0.7837262298304001,0.7302146261579731,0.29396584166666645,0.005100775666664433,0.0011517090000006999,0.0010236456666632
openml__vehicle__53,LinearModel,92436.0,0.620689478072712,0.6897621706150389,0.6361965084667147,0.9160164491372651,0.8972987450260178,0.9100780532598715,0.7366863905325444,0.7098039215686275,0.7215686274509804,0.7300550440792654,0.7008652757228285,0.715030409086538,0.028353566000000066,0.0014616429999999333,0.0004299659999999667,0.0003565613333332666
openml__vehicle__53,MLP,107476.66666666667,0.9887978225802244,0.98187064341219,1.0893758115603591,0.9004680518527602,0.8957480650662468,0.8783011390965937,0.7297830374753452,0.7607843137254902,0.7215686274509804,0.7126431015048915,0.7454219672823945,0.7036551436574593,11.524767532333271,0.05068543600001849,0.04880763733331147,0.04850330733336244
openml__vehicle__53,NODE,120118.33333333333,0.8268977808058849,0.8442060468243618,0.8387267449322868,0.9243960463310344,0.9162244741790196,0.9203446805719534,0.7810650887573964,0.776470588235294,0.7725490196078431,0.7671750592432218,0.7576604597231203,0.754352233784116,201.73253152733287,0.4485037783336641,0.1195435696669543,0.11929833833346488
openml__vehicle__53,RandomForest,135178.66666666666,0.367114013046489,0.705532893213943,0.5962907856044422,0.9783547762602698,0.9159850671214307,0.922367068957978,0.9038461538461539,0.7803921568627451,0.7333333333333334,0.8979817724267498,0.7668531053083171,0.7195862036485976,0.21505113866666734,0.045610713333332,0.03134374266666706,0.034458397000001
openml__vehicle__53,SAINT,140717.33333333334,1.241585263295404,1.2585330613687926,1.27482393208672,0.6809701992944737,0.6464318509773054,0.6540901438628711,0.405818540433925,0.392156862745098,0.411764705882353,0.343051208905238,0.3263248359881003,0.34979282167652537,200.48627984933333,0.102983578000097,0.07558121566660243,0.07642479966693823
openml__vehicle__53,STG,153479.66666666666,1.1860205246176003,1.1837785198408015,1.2201296038487377,0.7290516976901246,0.7368871343303162,0.7068121693121693,0.45857988165680474,0.4901960784313726,0.44313725490196076,0.3928414659300103,0.422950023458702,0.38022668249841035,10.623283643333268,0.003790502666736467,0.0011195946665125333,0.0010752353332937334
openml__vehicle__53,SVM,164761.33333333334,0.2527890452192973,0.3842282542011832,0.3647938624828035,0.994195601072193,0.9577288031833486,0.9624396016441471,0.9566074950690336,0.8549019607843137,0.8431372549019608,0.9565382886676401,0.8535269210283293,0.842480274910344,14.929325862666474,0.04724887833344834,0.0058920916665859,0.0057561170000705
openml__vehicle__53,TabNet,176882.33333333334,0.3062418582858078,0.4243716271139701,0.6818825034040058,0.9768505287787407,0.9664176942586034,0.9325107131925314,0.8643984220907298,0.8470588235294118,0.7568627450980392,0.8631696534311111,0.8451358495307199,0.7552987826771845,15.112187828333504,0.054955560333382864,0.009305224333237,0.008939224000187034
openml__vehicle__53,TabPFNModel,182811.0,0.07590287976730896,0.32536218725605026,0.31698339602521436,1.0,0.9604797979797981,0.9640351021032839,0.9985207100591715,0.815686274509804,0.8431372549019608,0.9985206094490188,0.8133475469396861,0.8418563831562,0.0004678569999993667,1.2564604276666669,0.691606938333333,0.6904263223333332
openml__vehicle__53,VIME,205283.66666666666,0.5282714223276912,0.677422795228631,0.6240907457163963,0.9387397180712856,0.9132706939525121,0.9193722943722943,0.7825443786982249,0.7607843137254902,0.7372549019607844,0.7724626089975503,0.7486528848197453,0.7237479161583541,15.087676560666536,0.0432854199998118,0.039985986666718966,0.04089702566664023
openml__vehicle__53,XGBoost,220600.0,0.18285011521530414,0.4826717950376298,0.5182159874638469,0.99824105543106,0.9303421115921116,0.9279332830469195,0.9768244575936884,0.7843137254901961,0.7294117647058824,0.9767096940656641,0.7803622369928722,0.7265100190363452,0.33147004599999974,0.004840184333334633,0.0021644100000012,0.0036312283333330333
openml__vehicle__53,rtdl_FTTransformer,232970.66666666666,1.020721382967677,1.0035482026289637,1.0025677324099211,0.8928064668062433,0.8998589794044339,0.9115874655647382,0.6903353057199211,0.7294117647058824,0.6980392156862746,0.6668428170620619,0.7116385429133764,0.6707311803193609,13.114334419000025,0.06667978500001932,0.0529450643333196,0.05307121833341923
openml__vehicle__53,rtdl_MLP,247982.33333333334,2.945832360727954,2.854766871866604,3.039447632825862,0.7950633642535126,0.7980317241680878,0.7787334929380384,0.6222879684418147,0.6274509803921569,0.6,0.5594733755856841,0.5639208618201911,0.5406076162499533,7.292737005000002,0.055675765666668035,0.05156550633333263,0.05041862799998376
openml__vehicle__53,rtdl_ResNet,262472.3333333333,0.28848773383689114,0.6661359223856397,0.6552928247001437,0.9825386900580556,0.9464829572784117,0.9440334076697713,0.908777120315582,0.792156862745098,0.7803921568627451,0.9082208372938482,0.7902139259437543,0.777773525611532,7.751913909333347,0.047836857000026066,0.04264380866668024,0.04246108733331033
openml__visualizing_environmental__3602,CatBoost,14075.0,0.4702551344560331,0.4709002351826212,0.5571667577047856,0.8893012619335919,0.8333333333333334,0.726851851851852,0.8043496765406877,0.8787878787878789,0.7070707070707071,0.8043496765406877,0.8787878787878789,0.7070707070707071,0.031072353666666264,0.0005696199999990667,0.0005329259999987667,0.0005214253333332334
openml__visualizing_environmental__3602,DANet,25038.666666666668,0.5728745904772844,0.5072633402817177,0.5362976018828575,0.7570808724804573,0.8333333333333334,0.7888888888888889,0.6618147769833164,0.8787878787878789,0.797979797979798,0.6618147769833164,0.8787878787878789,0.797979797979798,7.5841944873333595,0.035995360333325004,0.0348180943333164,0.034293295000026064
openml__visualizing_environmental__3602,DecisionTree,40557.666666666664,0.2971639632199576,1.3420988746631437,4.638920349870383,0.9030413670398102,0.8222222222222223,0.6444444444444444,0.8380575417092272,0.8181818181818182,0.6767676767676768,0.8380575417092272,0.8181818181818182,0.6767676767676768,0.0005996493333331667,0.0002149066666666,0.00017423166666679998,0.00019440566666673335
openml__visualizing_environmental__3602,KNN,62746.0,0.5758893780257445,0.5475585398841296,0.630979085582873,0.7537257724400952,0.7999999999999999,0.6444444444444444,0.6993530813755533,0.8484848484848485,0.6161616161616161,0.6993530813755533,0.8484848484848485,0.6161616161616161,0.0003407456666665,0.0029981293333332334,0.002822480666666767,0.0028196753333332666
openml__visualizing_environmental__3602,LightGBM,77464.66666666667,0.8650380585056386,0.6308346575859173,1.0173138152207037,0.7898696777621271,0.8444444444444444,0.7425925925925926,0.7294007490636704,0.8787878787878789,0.797979797979798,0.7294007490636704,0.8787878787878789,0.797979797979798,0.0102577130000005,0.0056221369999995335,0.0001805796666666,0.00012070166666653332
openml__visualizing_environmental__3602,LinearModel,92526.0,0.5526104369868534,0.451321095742818,0.5294543564443644,0.7854640818444659,0.8444444444444444,0.7518518518518519,0.6956077630234935,0.7575757575757577,0.73989898989899,0.6956077630234935,0.7575757575757577,0.73989898989899,0.011264771666666567,0.0004015233333332,0.00018133966666663334,0.00014217166666653333
openml__visualizing_environmental__3602,MLP,107547.33333333333,0.5507747195929512,0.43077696295398654,0.5447168341753158,0.7818495111242906,0.7999999999999999,0.7037037037037037,0.7106741573033708,0.8787878787878789,0.7373737373737373,0.7106741573033708,0.8787878787878789,0.7373737373737373,4.368803520333332,0.0419311813333334,0.04157454533333527,0.04068373766666627
openml__visualizing_environmental__3602,NODE,120172.66666666667,0.5579781511523892,0.5622711118423578,0.6251244235670929,0.8221637383547088,0.8222222222222223,0.7407407407407408,0.7668964930200884,0.8181818181818182,0.6464646464646465,0.7668964930200884,0.8181818181818182,0.6464646464646465,7.5536908603333535,0.027752763000092235,0.025563159666683963,0.02587667466659953
openml__visualizing_environmental__3602,RandomForest,135267.0,0.36554005767389613,0.4883539327122128,0.4886415275611111,0.9632792357558833,0.7944444444444444,0.851851851851852,0.883384405856316,0.8484848484848485,0.7929292929292929,0.883384405856316,0.8484848484848485,0.7929292929292929,0.07039090066666644,0.011639914000000398,0.010706261999999434,0.011117595666666799
openml__visualizing_environmental__3602,SAINT,140762.33333333334,0.6470023963662549,0.6163478340163375,0.6670754306545161,0.772561593397089,0.8666666666666667,0.7055555555555554,0.6467483827034388,0.7575757575757577,0.5984848484848485,0.6467483827034388,0.7575757575757577,0.5984848484848485,30.551023553666614,0.06967818333329014,0.06611931333332417,0.06661818333334674
openml__visualizing_environmental__3602,STG,153570.33333333334,0.49397363234991126,0.48627331886779174,0.5540599208889585,0.8571078491939934,0.8333333333333334,0.8166666666666668,0.7406367041198502,0.8787878787878789,0.797979797979798,0.7406367041198502,0.8787878787878789,0.797979797979798,2.4357484986666975,0.001499815333337,0.00089372133336,0.0008299416666280333
openml__visualizing_environmental__3602,SVM,164848.0,0.5879958097744523,0.5630267565317842,0.6392357408909527,0.7940006157280418,0.8444444444444444,0.7092592592592593,0.718037112700034,0.8181818181818182,0.6767676767676768,0.718037112700034,0.8181818181818182,0.6767676767676768,0.0030907966667262665,0.0005797010000393333,0.00017325266662596668,0.00015094533329486665
openml__visualizing_environmental__3602,TabNet,176966.66666666666,16.131583371792647,2.0932591756184897,15.44792885732169,0.5358906125155477,0.9444444444444445,0.5722222222222223,0.5260895471569628,0.9393939393939394,0.5277777777777778,0.5260895471569628,0.9393939393939394,0.5277777777777778,4.326645444000017,0.02688423233330653,0.02375806500000027,0.023627637999974565
openml__visualizing_environmental__3602,TabPFNModel,182901.0,0.5149910819135189,0.5189807058283776,0.5788504362031065,0.856681061111523,0.8333333333333334,0.7407407407407408,0.7631937351038475,0.787878787878788,0.7373737373737373,0.7631937351038475,0.787878787878788,0.7373737373737373,0.0004855956666673333,0.297649301666666,0.05407225900000034,0.05440370466666753
openml__visualizing_environmental__3602,VIME,205368.0,0.6791089899155572,0.6502830404223818,0.6792512469821506,0.7066848708000757,0.8666666666666667,0.6074074074074073,0.5900578821927137,0.8181818181818182,0.648989898989899,0.5900578821927137,0.8181818181818182,0.648989898989899,1.30752775133332,0.039237857999988,0.040586296999994866,0.04051000966667093
openml__visualizing_environmental__3602,XGBoost,220683.66666666666,0.49179523874291114,0.4802335331385786,0.6096043788423442,0.8806540411528735,0.85,0.7435185185185186,0.7743445692883895,0.8787878787878789,0.7676767676767676,0.7743445692883895,0.8787878787878789,0.7676767676767676,0.016887590000000133,0.0020735576666665,0.0004060020000000333,0.00037409699999983335
openml__visualizing_environmental__3602,rtdl_FTTransformer,233053.33333333334,0.5582729215493663,0.3605490813426899,0.5120097787467518,0.7840508933204834,0.9,0.7425925925925926,0.7067585972080354,0.8787878787878789,0.7373737373737373,0.7067585972080354,0.8787878787878789,0.7373737373737373,2.785521463333323,0.0542708483333112,0.052848773000034634,0.052229648666629026
openml__visualizing_environmental__3602,rtdl_MLP,248061.0,0.5982363483173931,0.42458619685335597,0.49345307904436736,0.779888551165147,0.8555555555555556,0.8314814814814815,0.6692628532516173,0.8787878787878789,0.7676767676767676,0.6692628532516173,0.8787878787878789,0.7676767676767676,3.2233106149999835,0.0449116476666565,0.044074385999985866,0.04387869400000527
openml__visualizing_environmental__3602,rtdl_ResNet,262563.3333333333,0.5706148234977738,0.45314826663922175,0.4908315418382185,0.7646317781566873,0.8666666666666667,0.838888888888889,0.6880320054477358,0.8787878787878789,0.797979797979798,0.6880320054477358,0.8787878787878789,0.797979797979798,1.8156857596666403,0.042670512333359036,0.04243627666668693,0.04219319166662666
openml__visualizing_livestock__3731,CatBoost,14162.666666666666,0.2864723799664526,0.28808524755297726,0.38197681590071025,0.9262765347102696,0.8636363636363636,0.9469696969696971,0.875,0.8717948717948718,0.7692307692307692,0.875,0.8717948717948718,0.7692307692307692,0.09519149866666622,0.0007900793333339333,0.0006103743333331666,0.0005419429999987666
openml__visualizing_livestock__3731,DANet,25128.333333333332,3.79410023461991,1.8778651075256223,2.727356100212827,0.5258175559380379,0.5530303030303031,0.6136363636363636,0.7948717948717948,0.8717948717948718,0.8461538461538461,0.7948717948717948,0.8717948717948718,0.8461538461538461,6.8500802159999905,0.03273162166667253,0.031035409666655935,0.0310439776666792
openml__visualizing_livestock__3731,DecisionTree,40647.666666666664,0.12548432821973468,5.359208983757984,6.324948020300163,0.97877223178428,0.7954545454545454,0.6742424242424242,0.9326923076923078,0.8461538461538463,0.7435897435897436,0.9326923076923078,0.8461538461538463,0.7435897435897436,0.0004319226666667333,0.00015032933333326666,9.678899999994901e-05,8.779799999987976e-05
openml__visualizing_livestock__3731,KNN,62836.666666666664,0.38583558925029204,0.3898217740618601,0.4726989889968985,0.8179384203480589,0.712121212121212,0.6060606060606061,0.826923076923077,0.8717948717948718,0.7948717948717948,0.826923076923077,0.8717948717948718,0.7948717948717948,0.0005009366666667333,0.0037510626666664997,0.0030200513333332,0.0031341410000000334
openml__visualizing_livestock__3731,LightGBM,77550.0,0.5030568449172429,0.436983855971417,0.436983855971417,0.5,0.5,0.5,0.798076923076923,0.8461538461538461,0.8461538461538461,0.798076923076923,0.8461538461538461,0.8461538461538461,0.016765643666666667,0.00028606733333353334,0.00014485333333343333,0.00012595899999966667
openml__visualizing_livestock__3731,LinearModel,92616.0,0.4447448775383897,0.39058756078435336,0.456139124623989,0.7381908586727864,0.7727272727272728,0.6515151515151515,0.7884615384615384,0.8461538461538461,0.7948717948717948,0.7884615384615384,0.8461538461538461,0.7948717948717948,0.0138890533333332,0.0006041849999999,0.0003380353333334,0.00021181866666673333
openml__visualizing_livestock__3731,MLP,107638.0,0.45629842298202644,0.41397469168460255,0.40234374336134165,0.6810097532989099,0.6666666666666666,0.6818181818181818,0.798076923076923,0.8717948717948718,0.8461538461538461,0.798076923076923,0.8717948717948718,0.8461538461538461,4.984972130333335,0.0399529793333422,0.0397849869999949,0.039950993999999164
openml__visualizing_livestock__3731,NODE,120261.0,0.4726033566089776,0.4439760056825784,0.4838584218269739,0.7251864601262191,0.7272727272727272,0.5909090909090909,0.826923076923077,0.8717948717948718,0.7948717948717948,0.826923076923077,0.8717948717948718,0.7948717948717948,9.211534539666577,0.029751910333324295,0.0286041266667342,0.028895544666768264
openml__visualizing_livestock__3731,RandomForest,135351.66666666666,0.19818700473625608,1.106966869583457,0.4573680392917448,0.9704532415375788,0.8712121212121212,0.7575757575757575,0.9294871794871794,0.9487179487179489,0.7692307692307692,0.9294871794871794,0.9487179487179489,0.7692307692307692,0.0672274046666666,0.010868345666666399,0.010195863666666534,0.010039641000000368
openml__visualizing_livestock__3731,SAINT,140848.33333333334,0.2872409030365256,0.2919372126269034,0.43905505533210737,0.9757123733027347,0.8181818181818182,0.9242424242424243,0.8653846153846154,0.923076923076923,0.794871794871795,0.8653846153846154,0.923076923076923,0.794871794871795,13.559345447000029,0.060711778666653005,0.05877726133329253,0.05959313100005179
openml__visualizing_livestock__3731,STG,153651.0,0.5051654366633067,0.4471598611428187,0.4443973986766277,0.5320328934786765,0.42424242424242425,0.45454545454545453,0.798076923076923,0.8461538461538461,0.8461538461538461,0.798076923076923,0.8461538461538461,0.8461538461538461,2.1221413046666666,0.001451037999999567,0.0007297743333337667,0.0007132463333334333
openml__visualizing_livestock__3731,SVM,164934.0,0.500298716531654,0.43667341220824235,0.43866774282708265,0.7439280933256837,0.6818181818181818,0.6212121212121212,0.798076923076923,0.8461538461538461,0.8461538461538461,0.798076923076923,0.8461538461538461,0.8461538461538461,0.003566824333333267,0.0005880669999999,0.00017775066666656666,0.00016644099999989998
openml__visualizing_livestock__3731,TabNet,177050.0,1.6463397588020137,0.0251797171402716,3.0913874289205707,0.7606616943966342,1.0,0.2196969696969697,0.8589743589743589,1.0,0.7435897435897436,0.8589743589743589,1.0,0.7435897435897436,4.693212313333333,0.017771850666652666,0.0166668200000117,0.01627740799998863
openml__visualizing_livestock__3731,TabPFNModel,182991.0,0.25381169228169775,0.43304157529312826,0.455956977004042,0.9493210938994072,0.8636363636363636,0.7424242424242425,0.8974358974358975,0.8205128205128206,0.717948717948718,0.8974358974358975,0.8205128205128206,0.717948717948718,0.0004707969999995667,0.30562850166666683,0.0418099426666671,0.04159071400000037
openml__visualizing_livestock__3731,VIME,205459.66666666666,0.6789610074498714,0.6758760473667046,0.6734993366094736,0.4930196978389749,0.5,0.6969696969696969,0.7948717948717948,0.8717948717948718,0.8717948717948718,0.7948717948717948,0.8717948717948718,0.8717948717948718,1.5175156266666676,0.03877029400000013,0.03999148933333227,0.038787181666667864
openml__visualizing_livestock__3731,XGBoost,220767.0,0.22742194519975242,0.4920557203392187,0.5930844191939403,0.9758079938802829,0.7424242424242425,0.6666666666666666,0.9423076923076924,0.8205128205128206,0.6666666666666666,0.9423076923076924,0.8205128205128206,0.6666666666666666,0.2148898943333333,0.0008992719999998001,0.00042027033333323334,0.00036927400000020004
openml__visualizing_livestock__3731,rtdl_FTTransformer,233144.0,0.057987784357138465,0.18183255141290522,1.0199710776050313,0.9978963472939376,0.8484848484848485,0.6363636363636364,0.9807692307692308,0.9743589743589745,0.7435897435897436,0.9807692307692308,0.9743589743589745,0.7435897435897436,3.447119228999999,0.050330539999997335,0.0509137443333346,0.04910737333333393
openml__visualizing_livestock__3731,rtdl_MLP,248151.33333333334,0.13091417990528229,0.16574075864465407,1.4951421554269109,0.9762860967680244,0.8787878787878788,0.8181818181818182,0.9326923076923078,0.923076923076923,0.794871794871795,0.9326923076923078,0.923076923076923,0.794871794871795,4.160261394333375,0.052587241666672634,0.054311713666688,0.05337754033330566
openml__visualizing_livestock__3731,rtdl_ResNet,262653.6666666667,0.25026337095187046,0.35509248715467173,0.9115205511185102,0.9868043602983363,0.8333333333333334,0.7727272727272728,0.967948717948718,0.923076923076923,0.717948717948718,0.967948717948718,0.923076923076923,0.717948717948718,3.0176438013333495,0.047070551999995026,0.04776054566665874,0.04870561799998657
openml__volkert__168331,CatBoost,14278.0,0.7278998709921455,0.9545470445150758,0.95569872960934,0.965104909181131,0.9244957854658845,0.9249562324400662,0.7676141885325558,0.6680958097524724,0.6659806779854799,0.7621695967980046,0.6592668998416945,0.6562579660994224,34.81863333133333,0.5325591783333342,0.09203030066669267,0.08971913366667646
openml__volkert__168331,DecisionTree,40755.333333333336,0.9952905502442455,3.1810594924337874,3.31770227666883,0.906505490320901,0.8186436864556003,0.8147287274875478,0.6663665466186474,0.5666266506602641,0.5612530726576345,0.6562858316905673,0.5528243901891274,0.5473964173804781,13.401725560666685,0.08350751633332716,0.010139157000006999,0.009867019333313434
openml__volkert__168331,KNN,62914.333333333336,0.6879157973941646,4.073065706125436,4.016813499119846,0.9632262064586953,0.8700753946837265,0.8737748689831973,0.7083118961870462,0.6104727605327845,0.6112730806608357,0.7002842958654267,0.5983800554868911,0.5982925991203273,4.7393475069985405,361.4036080229992,48.866246703667194,50.31185826233432
openml__volkert__168331,LightGBM,77651.33333333333,0.057264510286893666,0.8558018436655876,0.8541574140359313,1.0,0.9420368885604052,0.9426370182670499,1.0,0.7116560910078317,0.7059966843880409,1.0,0.7054039929555586,0.698690276603247,567.4436383519993,16.964935104333563,2.3273034313339545,2.3111227656663687
openml__volkert__168331,LinearModel,92706.0,1.3139708013538989,1.327256952380332,1.3211572756278052,0.8497688920280689,0.8462417054960628,0.8481733674620537,0.5389370033727777,0.5370148059223689,0.5320985537071972,0.512744047131803,0.5108061114952093,0.5050638850580782,0.34423788000000016,0.18161638333333333,0.025652497333333867,0.019683648666667
openml__volkert__168331,MLP,107730.66666666667,5.342311935817523,5.562826848270837,5.526241335024889,0.7727925708904791,0.7664771700651644,0.7674066750722911,0.631959926827874,0.60932944606414,0.6070999828502829,0.5968630880565272,0.5749709960978843,0.5722604465683573,146.37847829366729,0.37162529133335426,0.09967959633407486,0.09863664466683982
openml__volkert__168331,RandomForest,135456.66666666666,0.9366465649876945,1.1521209555625338,1.1516338913495923,0.950324080378247,0.8934474016800236,0.8928342403090529,0.7112845138055223,0.6122448979591836,0.6067569885096896,0.6952561744817544,0.5854016156709102,0.5790787520526729,24.173491788999893,1.1984365853332217,0.17340570133332744,0.1700611796667696
openml__volkert__168331,STG,153718.33333333334,1.2947074158582004,1.309158650082345,1.3055035730938924,0.8559834312499787,0.8525765801075128,0.8533965701067289,0.5484050763162408,0.5458754930543646,0.5454181672669067,0.5137064430206844,0.5117809296949442,0.510567755218456,708.9197590523332,0.3142115276665815,0.03247569166705937,0.029618859999876134
openml__volkert__168331,TabNet,177106.33333333334,0.6038490537906692,0.9199216151053862,0.9297256527438303,0.9713083832013298,0.9343479339247273,0.9336397273536092,0.7866575201509175,0.6882181444006173,0.6860458469101927,0.7823917908059274,0.6817760558272763,0.6783955180074845,460.44424868533196,3.325704153334906,0.4085128693332081,0.422140247332815
openml__volkert__168331,VIME,205513.0,5.715865268544374,6.343061385003325,6.295630023467548,0.831541348794414,0.8126833141782965,0.8157393327484566,0.6793288744069056,0.6387126279083062,0.6374549819927972,0.6608767996188046,0.619552040482329,0.618308880000373,673.298753084667,0.39770081466607127,0.08776813366663794,0.0857006330006697
openml__volkert__168331,XGBoost,220881.0,0.046836753228922834,0.869451494240856,0.8704087868601126,1.0,0.9411962692359314,0.9412384028757416,0.9999928542845709,0.7058251872177442,0.7034813925570228,0.9999928542411641,0.6994618287987402,0.6967901154662194,60.67906505233331,4.082207918000013,0.5361955153333421,0.5324240466666575
openml__volkert__168331,rtdl_MLP,248246.33333333334,7.300632826953264,7.517277260331646,7.550088104046178,0.7215134020000712,0.7162216353019777,0.7159450102533689,0.6248642314068484,0.6020122334648145,0.5946378551420568,0.5703970615109503,0.5491617170332134,0.5413636370128297,162.60648440733289,0.4064733563329052,0.09967747800086113,0.09896404833337626
openml__volkert__168331,rtdl_ResNet,262726.3333333333,3.845747430670206,4.209682401996571,4.173426581982191,0.8615515580472372,0.848236826518843,0.8526671993810035,0.706761275938947,0.667752815411879,0.6655805179214543,0.6892367408931322,0.6501593205198418,0.6466566573432323,217.83812344400008,0.505495615333075,0.11153484799918556,0.10775514600031023
openml__vowel__3022,CatBoost,14355.666666666666,0.1475181097232294,0.3805502546405129,0.3934476231631055,1.0,0.9985035540591096,0.9979423868312757,1.0,0.9494949494949495,0.9562289562289563,1.0,0.9489298483880528,0.9563699429798501,7.836698831,0.019598283333335034,0.008370830999995768,0.0026923043333321336
openml__vowel__3022,DANet,25227.0,0.015217448213016967,0.020142993648536302,0.023655559741408965,0.9999988309016087,1.0,0.9999625888514778,0.997895622895623,1.0,0.9966329966329966,0.9978955214064932,1.0,0.9966225724739656,47.59294818433318,0.07318193033249067,0.040506677666598934,0.04036325833294537
openml__vowel__3022,DecisionTree,40843.0,0.07176740922059927,6.716940473567614,4.971608418343063,0.9990904414515526,0.8907594463150018,0.9188552188552187,0.9713804713804713,0.7744107744107743,0.8148148148148149,0.9715506199799943,0.775542031224553,0.8140585972699679,0.030301159666664135,0.0034187016666641997,0.0005363846666691334,0.0008185813333317
openml__vowel__3022,KNN,62993.0,0.15248669314871724,0.5478819951260784,0.4438076468769892,0.999444093714927,0.9913954358398803,0.993228582117471,0.9684343434343434,0.882154882154882,0.8821548821548822,0.96831041614226,0.8771986530573884,0.8788104412650112,0.0025363849999990667,0.06540202966666199,0.0524814953333295,0.058710365666669866
openml__vowel__3022,LightGBM,77734.0,0.0008201753015996653,0.2438166327042468,0.29915801720454743,1.0,0.9956228956228955,0.9934904601571267,1.0,0.9259259259259259,0.9292929292929294,1.0,0.9258795384182381,0.9289570107681563,2.7124600796666694,0.04985533066666583,0.007828337333334533,0.007585405000008633
openml__vowel__3022,LinearModel,92796.0,0.9583535186280546,1.0067958863358915,1.0239718908019413,0.9619417555181443,0.9523756079311635,0.9513655069210625,0.6830808080808081,0.6801346801346803,0.6599326599326599,0.680837712453525,0.6769022011557407,0.6561502538282724,0.06105730500000014,0.002652924333333433,0.0006702400000002333,0.0006545786666667667
openml__vowel__3022,MLP,107797.0,1.140562259512616,1.2094331362925568,1.500028798917004,0.9771239595024318,0.977366255144033,0.9713056490834268,0.8779461279461279,0.8585858585858586,0.8316498316498316,0.8773029838005336,0.8534837352600052,0.8268156312497285,11.359041841333237,0.0501061193334256,0.0435153326667053,0.04534676833335044
openml__vowel__3022,NODE,120322.66666666667,1.214303434271403,1.2428618250069796,1.2362569596630957,0.9999199167601946,0.9985783763561541,0.9995510662177329,0.9987373737373736,0.9797979797979798,0.98989898989899,0.998737312843896,0.9795582241402675,0.9898781415809279,184.02318704466657,0.5132923969998634,0.10982914433341756,0.10922256466663303
openml__vowel__3022,RandomForest,135546.66666666666,0.17692388369274129,0.47267553929295353,0.4908915894457597,1.0,0.9981668537224092,0.996539468761691,0.9995791245791246,0.9494949494949495,0.9259259259259259,0.9995791042812986,0.9493165846881017,0.9260584616621769,0.2908844923333452,0.05754267733333166,0.044041437000012396,0.0576487190000077
openml__vowel__3022,SAINT,140914.33333333334,0.0084899357768731,0.035241868407242465,0.03450261325435177,1.0,1.0,1.0,0.9995791245791246,0.9932659932659934,0.98989898989899,0.9995791042812986,0.9932451449479313,0.9898677174218968,54.51480094466665,0.12211178933332904,0.07029197700007467,0.07064602633323601
openml__vowel__3022,STG,153769.33333333334,0.07384057969826203,0.12821136758410326,0.13219584787487104,0.9998842592592592,0.9993265993265993,0.999438832772166,0.9945286195286195,0.9730639730639731,0.9696969696969697,0.9945234111988257,0.9730466615141538,0.9692929218471013,13.340636196333207,0.0044189413332938665,0.0011610673333658334,0.0011385733334160332
openml__vowel__3022,SVM,165025.0,0.09235203883431313,0.1400557374985195,0.1332792261523682,1.0,0.9998503554059109,0.9999625888514778,1.0,0.9932659932659934,0.9831649831649831,1.0,0.9932451449479313,0.9830150241914947,0.5042627013333316,0.1042127743333291,0.014953297000005167,0.012170979333333734
openml__vowel__3022,TabNet,177149.33333333334,0.028670454878149235,0.07284453606893754,0.09978898820796966,0.9999544051627387,0.9997381219603443,0.9995136550692107,0.9924242424242425,0.9831649831649831,0.9629629629629629,0.9923932135354905,0.9831337106878903,0.9626871322691756,26.6202738946666,0.09842050399993237,0.014345217666838467,0.0142992770003426
openml__vowel__3022,VIME,205563.33333333334,0.8040680557588736,0.6499778207242562,1.0166301101861686,0.9807092919940142,0.9852600074822299,0.9732884399551066,0.8556397306397306,0.8855218855218855,0.7946127946127947,0.8553801225154686,0.8852679892658356,0.7958056227136857,14.674211297333313,0.0484769573332073,0.0424133003333698,0.043069260333273435
openml__vowel__3022,XGBoost,220959.66666666666,0.0302956913498076,0.3221132561265764,0.31960548644337444,1.0,0.9948746726524504,0.9943883277216611,1.0,0.9057239057239057,0.9057239057239057,1.0,0.9061825687212685,0.9054951326623152,0.7892477233333158,0.01807165533332857,0.004668146999997867,0.0030888720000039668
openml__vowel__3022,rtdl_FTTransformer,233229.66666666666,0.05559657402016157,0.061546952536593,0.08391743493466304,0.9989647633744855,0.9991021324354658,0.998129442573887,0.9911616161616162,0.98989898989899,0.9764309764309763,0.9911265496639027,0.9898677174218968,0.9763051047106773,16.122235745333303,0.06890934066662636,0.0499592996666251,0.048473538000128664
openml__vowel__3022,rtdl_MLP,248329.0,0.2742088169280587,0.1697388399409642,0.31516262890544167,0.9972286522633743,0.9983539094650206,0.9970445192667414,0.9827441077441077,0.9797979797979798,0.9696969696969697,0.9827304783065255,0.9797562831618558,0.9697626418988649,7.8001479989999325,0.05184917466658587,0.0459832880000779,0.04535074699996733
openml__vowel__3022,rtdl_ResNet,262786.0,0.015609414676618931,0.06663527593150474,0.04254911722281116,0.9999713570894126,0.9980920314253646,0.9998877665544333,0.9966329966329966,0.9932659932659934,0.9865319865319866,0.9966354356276964,0.9932451449479313,0.9864902898958626,8.709468316333222,0.0561526369999955,0.05072225300002247,0.04981611666662816
openml__walking-activity__9945,CatBoost,14458.0,0.8014671088908,0.9873502290189773,0.992210755366194,0.9816071874779948,0.9666266642154343,0.966342411984643,0.7245943724921483,0.6538392534823035,0.6549185113204171,0.7244824239672053,0.6537158197510821,0.654846501534268,978.4160121756673,1.7722580123324103,0.22434906266789764,0.22705313666544188
openml__walking-activity__9945,DecisionTree,40932.666666666664,1.2249643931895358,1.770294145752331,1.7764841717297835,0.9398744625858906,0.9235212410909418,0.9242726770755434,0.5795867608980316,0.5578570681795378,0.556684032539815,0.5807100266195566,0.558529383623628,0.5578880595011829,0.4416426166666459,0.029733923000113266,0.003865303666733133,0.0037599006665421336
openml__walking-activity__9945,KNN,63073.666666666664,0.7620264970082817,3.1911284157710775,3.2255678041301903,0.980246999810053,0.9276896774835931,0.9273699553922156,0.6892647093295577,0.6218303981195318,0.619227400475782,0.6901458484841752,0.6233953144769068,0.621209998730612,0.09953603933321291,2.597474168666617,0.3472902943330792,0.3443882179999136
openml__walking-activity__9945,LightGBM,77825.0,0.5176610821329558,0.9350695607375074,0.9409257859032952,0.9957312641191143,0.9699806333136843,0.9697455745926321,0.8567558016603893,0.6675447058017127,0.667306699415298,0.8570111595833071,0.6681082875435559,0.6681964694828793,171.0522058673332,164.4437434599998,20.527038447666502,20.003839882666703
openml__walking-activity__9945,LinearModel,92886.0,2.270194971324426,2.277689803074395,2.27695992775884,0.7749056348993903,0.774334318773625,0.7739789348957419,0.2529778842064865,0.25127225790487,0.25238273564961755,0.20994648816488928,0.20818736496205306,0.21039584430793357,0.02209397866666697,0.24882719033333314,0.03367671366666673,0.03338426466666633
openml__walking-activity__9945,MLP,107863.66666666667,8.656202527831146,8.738969806198254,8.712093129594095,0.8159251389556913,0.814684220130911,0.8161107839563045,0.5505015111651538,0.5430357078515424,0.5434257601307386,0.5358821219192511,0.5281953683483603,0.5290952910429695,373.681895517,0.6890955383340346,0.13720021366574045,0.13704559366654692
openml__walking-activity__9945,RandomForest,135634.0,1.1772336624486324,1.2377922773771175,1.2413537261662801,0.9553228033848208,0.9476821284747731,0.9474055720680196,0.626013193110239,0.6004017743549269,0.5973974947121293,0.6242226850495086,0.5975291412059305,0.5948320155933142,9.90610956866658,1.4263291809999525,0.1799243073334461,0.1808611616665984
openml__walking-activity__9945,XGBoost,221063.66666666666,0.36419775833284995,0.9211835740762777,0.9274924172208526,0.9987059512073112,0.970549636839865,0.9702478954609953,0.9319967900475223,0.6722545083020454,0.672261905597872,0.9321547866275902,0.6723217506942554,0.6724977625005092,761.5069814813336,28.175672191001166,3.6629885873311046,3.6463699566666037
openml__walking-activity__9945,rtdl_FTTransformer,233294.0,6.1846898207605525,6.227165932795159,6.239863374466625,0.8267641854596303,0.8249983770841348,0.8241813367207608,0.5211959273222478,0.5152677854122235,0.5170194707438563,0.5023360711833278,0.4968537132333754,0.4984101293575949,578.5506002903325,2.0262339946663515,0.30624581399994594,0.3117817946670887
openml__walking-activity__9945,rtdl_MLP,248384.0,8.164145858401389,8.227040172759233,8.21378422409367,0.8343918497042893,0.8323430309954737,0.8341617305580594,0.5396029493893204,0.535535775105801,0.5343408420355142,0.5271685654029745,0.5226950011014359,0.5218720611997177,363.5117134046668,0.7590737179998541,0.1616651606673258,0.16036467633481752
openml__walking-activity__9945,rtdl_ResNet,262851.3333333333,8.38050923264022,8.438958242043986,8.442553698716774,0.7839854029287855,0.7803234834712515,0.7827451430586371,0.5363216724837777,0.5323437201381265,0.5303899491744345,0.5081265925364717,0.5047391871121231,0.5025084912635734,531.7216964133353,1.0175246803331295,0.18376971433311454,0.17756178666544042
openml__wall-robot-navigation__9960,CatBoost,14536.333333333334,0.01686449840652227,0.0314489090672008,0.0372748867862396,0.9999992089322775,0.9996777426181674,0.9994204218377756,0.9995417048579286,0.9951159951159951,0.9926739926739927,0.999541706034878,0.9951067647339458,0.9926021616654435,3.7677879986667144,0.02527260966663403,0.0090058146666554,0.0058943766666743
openml__wall-robot-navigation__9960,DANet,25296.666666666668,0.049685905971454634,0.15502812198031615,0.14907413387019786,0.9995461351199605,0.995405253200688,0.9937955596994748,0.9811335166513903,0.9621489621489623,0.9554334554334556,0.9811307418342987,0.9622023171598487,0.9554567678442454,193.10242028099916,0.2516268433331182,0.029102316668286166,0.029068568666843864
openml__wall-robot-navigation__9960,DecisionTree,41015.0,0.0029387696997213238,0.20162202352901268,0.2534200960209624,0.9996886416893687,0.9909056688645633,0.988857957760397,0.9995417048579286,0.9926739926739927,0.9926739926739927,0.9995413599479832,0.992604843408078,0.9926137205985301,0.17583731433333574,0.008330641666667233,0.005906219000001,0.007774288999997901
openml__wall-robot-navigation__9960,KNN,63171.666666666664,0.21933261952504005,1.0539041958471065,0.997014033391296,0.9894100930297514,0.9611544483701326,0.9649304420777031,0.8993278337916285,0.8608058608058609,0.8547008547008547,0.8992994438290003,0.8605906541442231,0.8544920950312344,0.015809017333329668,1.7718264546666849,0.23856781600001872,0.3001705296666728
openml__wall-robot-navigation__9960,LightGBM,77922.0,0.0018661227532863,0.01656862685190597,0.027887633161317035,0.9999999624186726,0.999803974439871,0.9971691983095319,0.9998472349526427,0.9963369963369964,0.9957264957264957,0.9998472349526427,0.9962740995270849,0.9956598562302652,1.3337342343333252,0.042460663333324995,0.0065415819999969,0.006267380666680267
openml__wall-robot-navigation__9960,LinearModel,92976.0,0.6809079331511185,0.7201664389977402,0.7192204045635364,0.9145725939960984,0.9041986812065312,0.9046528192225708,0.7067674915979224,0.6947496947496948,0.6855921855921855,0.7039021288859869,0.6919789352244257,0.6834707258616571,0.034620174,0.019157605666666567,0.0014763560000000335,0.000984614
openml__wall-robot-navigation__9960,MLP,107932.66666666667,1.990773963582247,2.0271755344037476,2.0787238246023967,0.8827124391348026,0.8836743390070504,0.8792385702817639,0.8700733272227316,0.851037851037851,0.8498168498168498,0.8589015011463417,0.8401406611020525,0.8367685274239106,18.74404318933337,0.06661830500009573,0.04592212166672497,0.04612632700002447
openml__wall-robot-navigation__9960,NODE,120331.0,0.1442455260667538,0.21927083671657008,0.2194156856463724,0.9982246979675797,0.989516792979997,0.9872181831665429,0.9909868622059274,0.9554334554334555,0.9548229548229549,0.9909879984378605,0.9553218998284531,0.9548241680357948,286.86766241133336,0.6724837423334028,0.10100256333331947,0.10098403299995573
openml__wall-robot-navigation__9960,RandomForest,135726.66666666666,0.030166049258528168,0.05766863558949326,0.0644470407774313,0.9999998797935525,0.9996616961783779,0.9990751344409879,0.9993889398105713,0.9932844932844933,0.9902319902319903,0.9993872638470265,0.9931889993964634,0.9901326861933746,0.8160548250000031,0.08472290366666495,0.06525607733333413,0.06771524699999887
openml__wall-robot-navigation__9960,SAINT,140936.0,0.021131828520379703,0.05586820971073719,0.06018321173555833,0.9999439683847658,0.9990982061743116,0.9989210671277089,0.9925145126794988,0.9786324786324786,0.9749694749694751,0.9925093648065505,0.9786521996206043,0.9749361285892726,148.5567686959997,0.2842828579996421,0.09185994699934474,0.0919356386669581
openml__wall-robot-navigation__9960,STG,153863.66666666666,0.10803612339528885,0.17464463508491138,0.17587932628995628,0.9982847025166658,0.9936058078333794,0.9925224073901299,0.963794683776352,0.9444444444444445,0.9389499389499388,0.9639590056386754,0.9447507788965654,0.939296019748438,64.28238795466707,0.02236212100039357,0.0034543223331031663,0.0034669953335347663
openml__wall-robot-navigation__9960,SVM,165124.0,0.08284216683846163,0.20737742156263295,0.22554256111738905,0.9998036953122039,0.9888330173935881,0.9854856219099911,0.9928964252978917,0.935897435897436,0.9291819291819293,0.9928884937118014,0.9358157100114401,0.9290197785600381,7.355893207000084,1.3713541049999851,0.17255794566661578,0.1748402933333182
openml__wall-robot-navigation__9960,TabNet,177256.66666666666,0.0727614770532507,0.1246691135386469,0.14328210543646946,0.9988206448053861,0.9960638796052113,0.9936851166419434,0.9747173846623892,0.960927960927961,0.9566544566544567,0.9747029681579811,0.9610070340383209,0.9565567790027031,59.90338369933337,0.30334181933312715,0.04362269533370027,0.04366204599985693
openml__wall-robot-navigation__9960,VIME,205647.66666666666,1.3505996181685298,1.2516814952428126,1.5808889267931239,0.9004706205229999,0.8939468727819607,0.8791079783536803,0.8614421020470516,0.8614163614163615,0.8315018315018315,0.8494104989535228,0.8491974664896421,0.8193752813766829,64.53030448366674,0.0729784400006489,0.04908640500010123,0.048704914667117266
openml__wall-robot-navigation__9960,XGBoost,221128.66666666666,0.0012145360531194,0.019067257529608767,0.0235706954881362,1.0,0.999795879765974,0.9994981789560679,1.0,0.9963369963369964,0.9951159951159951,1.0,0.9963216605269789,0.9950494006376043,0.8521900610000017,0.030817611666659934,0.0038193503333323665,0.0065474120000015
openml__wall-robot-navigation__9960,rtdl_FTTransformer,233349.33333333334,0.7140698958656428,0.6846497024552717,0.7152122526167037,0.876760534937671,0.8818067127100626,0.8865838609880331,0.912389245340666,0.9169719169719169,0.9084249084249084,0.8854132826928444,0.8896403481864751,0.8813556907762733,33.24322458266654,0.19446158733368665,0.06393553833307421,0.0653732003332455
openml__wall-robot-navigation__9960,rtdl_MLP,248448.66666666666,1.6902215676494874,1.8662271333917155,1.850745973611758,0.9499764767869129,0.9393253860312653,0.9429451313793963,0.9042926978307363,0.8858363858363858,0.8754578754578755,0.9036235556290468,0.8850050795377711,0.8747932521878292,16.30925000633344,0.07258244766662374,0.04789250100003523,0.0498485363334187
openml__wall-robot-navigation__9960,rtdl_ResNet,262903.3333333333,0.37335681896972256,0.49254984055970114,0.553523240498726,0.9870501238863477,0.9795343542993108,0.9765691594383288,0.9537121906507791,0.9316239316239315,0.92002442002442,0.9536516863498129,0.9312551110595818,0.9198902421203944,24.888387786333286,0.08685887999998458,0.05523019066647327,0.05596093199999543
openml__wdbc__9946,CatBoost,14619.666666666666,0.023453436312144398,0.09287971370429704,0.09374015831590043,0.9999793601651188,0.9911816578483245,0.9828042328042329,0.9985347985347985,0.9824561403508772,0.9707602339181287,0.9985347985347985,0.9824561403508772,0.9707602339181287,0.9090539469999982,0.007309826999991932,0.002538320000002233,0.0021032680000324334
openml__wdbc__9946,DANet,25351.0,0.13316513922762005,0.1499948574593893,0.1665603889287315,0.9932301341589267,0.9872134038800705,0.9867724867724869,0.9450549450549451,0.9824561403508772,0.9415204678362574,0.9450549450549451,0.9824561403508772,0.9415204678362574,18.928443684333462,0.04624264866682396,0.03457236866673457,0.034165353666745966
openml__wdbc__9946,DecisionTree,41097.333333333336,0.054879258199555934,1.69960100689102,1.1463111443000964,0.9941142070863433,0.9171075837742504,0.9384920634920636,0.9736263736263736,0.9415204678362574,0.9239766081871346,0.9736263736263736,0.9415204678362574,0.9239766081871346,0.013969146000000066,0.003982318666666766,0.00030624499999976665,0.0003992316666666333
openml__wdbc__9946,KNN,63247.666666666664,0.13564968402016916,0.7245996471991129,0.723566164326073,0.9869625042999656,0.9629629629629629,0.9636243386243386,0.9391941391941391,0.9415204678362574,0.9415204678362574,0.9391941391941391,0.9415204678362574,0.9415204678362574,0.0014232196666665667,0.021660209999999933,0.011899190333333434,0.013794423666666599
openml__wdbc__9946,LightGBM,78001.0,0.022059956252719632,0.09756501351997697,0.09901166309097832,0.9999518403852768,0.9938271604938271,0.9885361552028219,0.9978021978021978,0.976608187134503,0.9649122807017544,0.9978021978021978,0.976608187134503,0.9649122807017544,0.23695471300000018,0.0025717883333335,0.0006372243333329666,0.0011679610000002666
openml__wdbc__9946,LinearModel,93066.0,0.10253128451891114,0.12687948439953886,0.12917485336373283,0.993780529755762,0.9876543209876544,0.9867724867724869,0.950915750915751,0.9532163742690059,0.9532163742690059,0.9509157509157508,0.9532163742690059,0.9532163742690059,0.05736169300000007,0.006450124333333266,0.0005495479999999,0.0005080909999998667
openml__wdbc__9946,MLP,108012.0,0.16937314180456098,0.17211354502875623,0.19532730867291295,0.9835156518747851,0.9766313932980598,0.9779541446208113,0.9289377289377289,0.9590643274853802,0.9239766081871346,0.9289377289377289,0.9590643274853802,0.9239766081871346,10.402560899666847,0.0467819670000911,0.045373898333385364,0.04625196033331724
openml__wdbc__9946,NODE,120366.0,0.38918032403830644,0.38602656195735374,0.38271869048040513,0.9815548675610595,0.9889770723104055,0.9797178130511464,0.9435897435897435,0.9590643274853802,0.9590643274853802,0.9435897435897435,0.9590643274853802,0.9590643274853802,73.7422530733334,0.13668114033270243,0.044357083666278364,0.043983542333576674
openml__wdbc__9946,RandomForest,135801.33333333334,0.054891086949695134,0.11206388053959389,0.4995556699661046,0.9987788097695218,0.9896384479717812,0.9766313932980598,0.9912087912087912,0.9707602339181287,0.9473684210526315,0.9912087912087912,0.9707602339181287,0.9473684210526315,0.0889716493333333,0.021753434000000668,0.026234123666666165,0.022164565333332765
openml__wdbc__9946,SAINT,140949.0,0.17319428754851882,0.18071305991098693,0.2114532923428695,0.9788235294117648,0.9775132275132274,0.9726631393298061,0.9333333333333332,0.9415204678362574,0.9064327485380117,0.9333333333333332,0.9415204678362574,0.9064327485380117,79.96122105333335,0.10792986266667026,0.06688394199999453,0.06678944200000099
openml__wdbc__9946,STG,153943.33333333334,0.4788364300415629,0.43770781016707067,0.454860745803916,0.9398211214310286,0.9616402116402116,0.953042328042328,0.8695970695970696,0.9064327485380117,0.8654970760233919,0.8695970695970696,0.9064327485380117,0.8654970760233919,7.926605711999969,0.003702922333369867,0.0011788809999870333,0.0011188350000186666
openml__wdbc__9946,SVM,165210.0,0.10525530241251006,0.18498063035722398,0.19459736363864955,0.9973305813553491,0.9761904761904763,0.9744268077601411,0.953846153846154,0.9649122807017544,0.9707602339181287,0.953846153846154,0.9649122807017544,0.9707602339181287,21.75407356133337,0.006051311333294468,0.001990987333329,0.0005843466666797999
openml__wdbc__9946,TabNet,177332.66666666666,0.13885537986203658,0.0548640049273291,0.13520705225815757,0.9897213622291021,0.996031746031746,0.9920634920634921,0.9531135531135533,0.9941520467836257,0.9707602339181287,0.9531135531135533,0.9941520467836257,0.9707602339181287,13.188829338666627,0.04907179599996423,0.011555482666665265,0.011463752000129966
openml__wdbc__9946,TabPFNModel,183081.0,0.014457051838826432,0.10398992102323679,0.10197943270866623,0.9999931200550396,0.9925044091710756,0.9911816578483245,0.9970695970695971,0.9707602339181287,0.9766081871345028,0.9970695970695971,0.9707602339181287,0.9766081871345028,0.0004636969999994667,1.0533760406666666,0.5798768716666659,0.5765194649999993
openml__wdbc__9946,VIME,205729.33333333334,0.2807889450157245,0.28552422819016443,0.2966111292572398,0.9781424148606813,0.97663139329806,0.9700176366843034,0.9282051282051281,0.935672514619883,0.9064327485380117,0.9282051282051281,0.935672514619883,0.9064327485380117,8.563671752333297,0.04590989700000133,0.04377914900002597,0.0446383570000155
openml__wdbc__9946,XGBoost,221230.66666666666,0.011878935501993001,0.16517785810562505,0.08770660894336746,1.0,0.9801587301587302,0.9854497354497354,1.0,0.9649122807017544,0.9707602339181287,1.0,0.9649122807017544,0.9707602339181287,0.151219225999999,0.0015355090000011334,0.0010612773333331332,0.0013162423333324333
openml__wdbc__9946,rtdl_FTTransformer,233424.0,0.123851125073643,0.11566858716875483,0.1339472382280387,0.9923976608187135,0.9942680776014109,0.9863315696649031,0.9538461538461537,0.9707602339181287,0.9590643274853802,0.9538461538461537,0.9707602339181287,0.9590643274853802,6.137956745333338,0.06357712066666817,0.0511791106666509,0.051586870999974076
openml__wdbc__9946,rtdl_MLP,248536.66666666666,0.17117889734722835,0.1733217269713447,0.20644485476886432,0.9812315101479188,0.9770723104056437,0.9744268077601412,0.9274725274725276,0.9532163742690059,0.912280701754386,0.9274725274725276,0.9532163742690059,0.912280701754386,4.525794555666678,0.042128908000001,0.040708456333346,0.04041186833333057
openml__wdbc__9946,rtdl_ResNet,262984.0,0.09462822242289474,0.0842761060996056,0.1418747857814169,0.9963398692810457,0.9938271604938272,0.9858906525573192,0.9619047619047619,0.9824561403508772,0.9590643274853802,0.9619047619047619,0.9824561403508772,0.9590643274853802,7.533471560333374,0.05032046366669834,0.047239187666673794,0.045879810666669664
openml__wilt__146820,CatBoost,14719.333333333334,0.021138825241808133,0.03956369080304573,0.0447030285984168,0.9987709455357274,0.9947094390325831,0.995045347665435,0.9949194867820547,0.9896694214876033,0.9820936639118457,0.9949194867820547,0.9896694214876033,0.9820936639118457,0.6336499610000033,0.014011586333348633,0.0068733309999894,0.0024325330000085667
openml__wilt__146820,DANet,25440.333333333332,0.030586293960239565,0.03512518567071273,0.03961319212027214,0.9976603541523487,0.997676631956108,0.9965009517411265,0.9894945319900113,0.9931129476584021,0.9876033057851239,0.9894945319900113,0.9931129476584021,0.9876033057851239,144.17661687200112,0.291922855665689,0.03979207199942413,0.039456294667615965
openml__wilt__146820,DecisionTree,41191.0,0.0237569633151818,0.3862815989609274,0.4635951234333995,0.9940130413915232,0.9506074347777406,0.9095006158324935,0.9920778437957462,0.9820936639118457,0.9779614325068872,0.9920778437957462,0.9820936639118457,0.9779614325068872,0.03197792933333283,0.0008588303333331667,0.0002558109999995333,0.00021123133333366667
openml__wilt__146820,KNN,63353.0,0.029522395143523065,0.17703773701916606,0.16278129837745853,0.9976980271541772,0.9621402978389879,0.9597889374090247,0.9860501162490313,0.981404958677686,0.9738292011019284,0.9860501162490313,0.981404958677686,0.9738292011019284,0.008094811333341034,0.4000677773333336,0.07080314499999923,0.08383646066666488
openml__wilt__146820,LightGBM,78107.0,0.0011800530212165675,0.07691813776612756,0.08309265833181233,1.0,0.9954932258425707,0.9933098197290336,1.0,0.9882920110192837,0.981404958677686,1.0,0.9882920110192837,0.981404958677686,0.5254186473333343,0.0319868290000009,0.0064447713333333,0.004905930000000767
openml__wilt__146820,LinearModel,93156.0,0.08283990613811944,0.07707903383983371,0.09099970002182926,0.9775090001454655,0.9825887358638451,0.9755346545739559,0.9683113751829846,0.9696969696969697,0.9634986225895316,0.9683113751829846,0.9696969696969697,0.9634986225895316,0.03191351800000003,0.0067821989999998335,0.0007027623333331333,0.00047077166666650004
openml__wilt__146820,MLP,108098.33333333333,0.051528752327370364,0.044826370848668105,0.055671852536941395,0.9911771136296129,0.9931418654126078,0.9910424364572835,0.9791612847670713,0.9862258953168045,0.9779614325068869,0.9791612847670713,0.9862258953168045,0.9779614325068869,15.432771606666579,0.06241046233348154,0.0449941050001001,0.0429581449999633
openml__wilt__146820,NODE,120429.0,0.14875040705283127,0.14801904835453453,0.14974124786590245,0.9497596767351576,0.940684133915575,0.9364852760049267,0.9460087832601397,0.9462809917355371,0.9462809917355371,0.9460087832601397,0.9462809917355371,0.9462809917355371,164.41414501333333,0.301657275999986,0.03891445733332444,0.038836900666675896
openml__wilt__146820,RandomForest,135901.33333333334,0.0192785165541931,0.04940975132532743,0.10270671113567033,0.9999327112279482,0.992582017691188,0.9694323144104805,0.997244467407216,0.9869146005509641,0.9834710743801652,0.997244467407216,0.9869146005509641,0.9834710743801652,0.40015571600000044,0.0606022903333354,0.05364919066666466,0.04663910066666683
openml__wilt__146820,SAINT,140985.0,0.21034603314916103,0.2095172584118429,0.20958374247991426,0.6421570036505792,0.6159724554921061,0.570330870003359,0.9460087832601397,0.9462809917355371,0.9462809917355371,0.9460087832601397,0.9462809917355371,0.9462809917355371,52.19104393466667,0.21992553100000592,0.06895574533333355,0.062291644333332806
openml__wilt__146820,STG,154029.0,0.21339645748962,0.21270944716372928,0.2127100129203855,0.5569073557733767,0.5374818049490538,0.5464253722987348,0.9460087832601397,0.9462809917355371,0.9462809917355371,0.9460087832601397,0.9462809917355371,0.9462809917355371,49.31065243433333,0.01665794400000443,0.0025407266666637664,0.0025331163333248
openml__wilt__146820,SVM,165301.33333333334,0.03043446561064787,0.0352257969905669,0.04038100692449823,0.9974754733514687,0.9944575075579443,0.9951573172097189,0.9901834151382071,0.991046831955923,0.9862258953168044,0.9901834151382071,0.991046831955923,0.9862258953168044,306.9251383446669,0.10752760699991387,0.013872545999523265,0.013706248333013066
openml__wilt__146820,TabNet,177421.0,0.028675252638606635,0.02645639950523483,0.0365833824201784,0.9973837951215857,0.99773261672825,0.9959970887918486,0.9897528631705846,0.9931129476584021,0.9862258953168045,0.9897528631705846,0.9931129476584021,0.9862258953168045,69.72232958966687,0.46632676233382614,0.06076572699958163,0.0603641116668332
openml__wilt__146820,VIME,205815.0,0.2076680303461356,0.20707050209849576,0.20751150569573207,0.6936048228410757,0.690684133915575,0.6561415295039749,0.9460087832601397,0.9462809917355371,0.9462809917355371,0.9460087832601397,0.9462809917355371,0.9462809917355371,17.398211195666665,0.06457248366666703,0.04253515433333153,0.0413191146666669
openml__wilt__146820,XGBoost,221317.33333333334,0.02919225121300657,0.05051009564121863,0.05385855822160083,0.9991768557982016,0.9945554809091927,0.9940376217668794,0.9950055971755791,0.9896694214876033,0.9834710743801652,0.9950055971755791,0.9896694214876033,0.9834710743801652,0.16586122366666697,0.006038622333335234,0.0021782226666667666,0.0022715613333327334
openml__wilt__146820,rtdl_FTTransformer,233523.0,0.07060557701955787,0.0665449156963592,0.07190960114761256,0.9865243890223052,0.9907625125965737,0.9879912663755458,0.973736329975028,0.9779614325068872,0.9731404958677686,0.973736329975028,0.9779614325068872,0.9731404958677686,22.12717082033335,0.1216987893333983,0.057564868000554235,0.058775758999824235
openml__wilt__146820,rtdl_MLP,248628.66666666666,0.04932618481151504,0.04647432390218633,0.054441149072608164,0.992516356180158,0.9933937968872466,0.9916582689508454,0.9795057263411694,0.9848484848484848,0.981404958677686,0.9795057263411694,0.9848484848484848,0.981404958677686,15.870659912333318,0.0738018559999697,0.05234416933330974,0.05516479733334256
openml__wilt__146820,rtdl_ResNet,263073.6666666667,0.0299240085094172,0.0328855917487866,0.03599602199093527,0.9973515661951661,0.997228753778972,0.9968928451461202,0.9890639800223888,0.9910468319559228,0.9876033057851239,0.9890639800223888,0.9910468319559228,0.9876033057851239,18.531624087333356,0.07411768666665823,0.0463580383332787,0.044110333666623036
openml__yeast__145793,CatBoost,14800.0,0.6678658661861895,0.8831071781990438,0.8909003261703471,0.9388348213062422,0.8613690988617791,0.8589298080122935,0.7418719211822661,0.6377952755905512,0.6036745406824147,0.7414420550528741,0.6363553804802047,0.6016715570099745,0.6695676713333292,0.0023469776666674336,0.0007567550000005,0.0007576253333307
openml__yeast__145793,DANet,25535.333333333332,0.710741689804657,0.9493122020616559,0.9628610530400068,0.9179139295533529,0.8469563565725441,0.8457194889789367,0.6945812807881774,0.6456692913385828,0.6010498687664042,0.6935085525332179,0.643469397162666,0.597115173601427,39.5578335753334,0.09192606799996379,0.04464924499986006,0.04367688566687866
openml__yeast__145793,DecisionTree,41283.333333333336,0.6486202896611442,3.2512849256033185,3.4039077472637835,0.9104306966044495,0.8011041999247691,0.7791937207589461,0.7178981937602628,0.5958005249343832,0.5485564304461943,0.7143446712463613,0.5880493262628727,0.538487062285979,0.0021154643333333666,0.00028858966666653335,0.00014404299999993335,0.00011337366666683334
openml__yeast__145793,KNN,63429.666666666664,0.7436661964008525,2.0715988917552646,2.1581597147810427,0.9003441970549364,0.8306722816665405,0.8363864388800799,0.6568144499178982,0.6220472440944882,0.5721784776902887,0.6575558591034221,0.6218992487183334,0.5685954068320357,0.0008570793333320333,0.043335350333332266,0.009218151666667366,0.008287603333333332
openml__yeast__145793,LightGBM,78191.33333333333,0.4989398470502136,0.9257436816379877,0.9649834676766725,0.9767310536359108,0.8476301950859938,0.8358336575542245,0.8463054187192118,0.6325459317585301,0.5695538057742783,0.8459022625337126,0.631892095348355,0.5670600779361709,0.20697643533333057,0.006419394333333834,0.00045245766666519995,0.00041882133333060004
openml__yeast__145793,LinearModel,93246.0,0.8284222877530346,0.935029973963852,0.915175686850621,0.8818751338358343,0.8469882096034845,0.8522578926376165,0.6440065681444992,0.5748031496062992,0.5800524934383202,0.6420275923279405,0.5731012207282731,0.5761720284256823,0.0136871689999999,0.0009541743333333334,0.0003019823333332,0.0001823019999999
openml__yeast__145793,MLP,108183.0,2.129555509329858,2.638703119633463,2.499478507394361,0.8717286483761141,0.8353353849922196,0.840450975966056,0.6955665024630542,0.6325459317585302,0.5800524934383202,0.6941540946835033,0.6293495502930596,0.5740023267688695,6.31926700899995,0.046813673666656265,0.04235279133328257,0.04404361700002227
openml__yeast__145793,NODE,120453.0,0.9142189235620702,1.013929457723938,1.001311877033529,0.9022519531877897,0.8541130360725436,0.8561577193935479,0.6922824302134648,0.6062992125984251,0.5905511811023622,0.6916552132259349,0.6053654850287539,0.590211370021901,187.92126811866783,0.3796423819995596,0.07736357033306257,0.07554861066681436
openml__yeast__145793,RandomForest,135991.0,0.6565932714756347,0.9485699282163695,0.9599171800217065,0.9504335716346057,0.8443192378813507,0.8430091858507556,0.7894909688013136,0.6246719160104987,0.5905511811023622,0.7891455359375205,0.6216608360737642,0.5846215947646615,0.11600420433333264,0.022560075333333332,0.016237560999998065,0.0167915466666658
openml__yeast__145793,SAINT,141082.33333333334,0.7990280890277601,0.8997917352904251,0.9240217475988107,0.8909388635697962,0.8609642539350171,0.8506103305340224,0.6591133004926109,0.6272965879265092,0.5748031496062992,0.6563849678640316,0.6239704755353663,0.5707749785961375,25.655868409666482,0.14774578099987443,0.07965761633342554,0.0801315830001385
openml__yeast__145793,STG,154131.66666666666,0.7431965390779997,0.9185765821271602,0.9003439811706112,0.9020460508981959,0.8510823100981261,0.8547704516091144,0.6801313628899835,0.6299212598425197,0.5643044619422573,0.6790077549929506,0.6267855380927568,0.5625954158335925,14.658783834333311,0.0054646553332228,0.0013530029998491332,0.0013105063333113667
openml__yeast__145793,SVM,165383.33333333334,0.7734321752056325,0.9017956528989232,0.91817659921231,0.90126053902164,0.8551865268569746,0.8538955140063424,0.6732348111658456,0.6062992125984251,0.5800524934383202,0.6673716698348852,0.5993110995792869,0.5704543037848078,0.3048342323332925,0.0606938399999421,0.0078505946666734,0.007802575000038967
openml__yeast__145793,TabNet,177515.33333333334,0.7585502224753972,0.877943438395573,0.9507830429713658,0.9009432856455493,0.8644785339493007,0.847000926170621,0.6660098522167487,0.6325459317585302,0.5905511811023622,0.6649378857416042,0.6316529182468337,0.5865652506319802,31.848855963999995,0.1282972573332396,0.016104286333453798,0.016048915333158168
openml__yeast__145793,TabPFNModel,183171.0,0.6128364494298318,0.9217332058422404,0.9044156501640589,0.9427461359482349,0.8546111326867841,0.8602546785686321,0.7376026272577997,0.5958005249343832,0.6062992125984251,0.7368664074912249,0.5926909308983365,0.603192276420053,0.00048538533333320003,1.882071083666667,1.0762130973333328,1.0796955466666667
openml__yeast__145793,VIME,205919.0,1.4663250108947317,1.7613717268173985,1.6449575535596657,0.8874824447174463,0.8431950120046503,0.8543356591594238,0.7100164203612479,0.6430446194225722,0.6062992125984251,0.7103317773647948,0.6416504760721397,0.6053743992082271,9.919309327666687,0.047233905333390135,0.043230043333399665,0.043752190333331394
openml__yeast__145793,XGBoost,221414.0,0.4892399613881615,0.9227567587458477,0.9238128145262013,0.9623756696830742,0.8532286514765492,0.8522326584644899,0.8302134646962234,0.6299212598425198,0.5958005249343832,0.8297410236639157,0.6287397141575969,0.5896243459028705,0.6210073603333335,0.013071997333337701,0.0013787660000007668,0.0025771716666641666
openml__yeast__145793,rtdl_FTTransformer,233614.0,1.8325700817013546,2.0623369857197105,2.4159583353166383,0.8723602243069752,0.8361993042062181,0.8198460501331141,0.6768472906403941,0.6509186351706037,0.5590551181102362,0.6747579474410713,0.6443108473579033,0.555138417335637,9.998029509333415,0.0774924133333267,0.058412458666604467,0.05885406266664477
openml__yeast__145793,rtdl_MLP,248722.66666666666,3.728622347108372,3.7791330918035353,4.417063715022669,0.8627368057090163,0.827269896480319,0.817167633823702,0.6755336617405582,0.6325459317585302,0.5879265091863517,0.6746987855615779,0.6295158430283951,0.585126076670278,2.5929279976666724,0.04575873166667437,0.04097795700000553,0.041087828999999666
openml__yeast__145793,rtdl_ResNet,263175.6666666667,1.9607423185529889,2.457440761035589,2.3347565086307434,0.884049565034711,0.8431840113989447,0.8421110022218308,0.7123152709359606,0.6377952755905513,0.5958005249343832,0.7119110845870313,0.6347761927303227,0.5948934276592706,5.560548889999988,0.05574653866665353,0.0495830853333624,0.049687745666669